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SUMMARY:Macroeconomics & International Finance Seminar Series Presents: Helen Popper
DESCRIPTION:Macroeconomics and International Finance Seminar\nDate: Tuesday\, November 25\, 2025\nTime: 1:40-3:00 p.m.\nLocation: E2-499\n\n \n\nSpeaker: Helen Popper\nTitle: Professor of Economics\nAffiliation: Santa Clara University \nHost: Galina Hale\n \nSeminar title:  Artificial Intelligence and Macroeconomic Dynamics: Growth\, Pricing\, and Distribution\n \nABSTRACT:  This paper builds a simple general equilibrium model in which an AI producer is a monopolist who both learns by doing and uses AI recursively as an input. These mechanisms link today’s scale to tomorrow’s costs\, so pricing is dynamic: the firm sets a price below the static monopoly benchmark to expand capacity and speed learning. Final goods are produced by monopolistic competitors with constant returns to scale each period. We first use Cobb–Douglas technologies to solve for a generalized balanced growth path that pins down the condition for stable\, nonexplosive growth. On this path\, AI output grows faster than final output\, the relative price of AI falls persistently\, real wages rise with overall output\, and the specialized–to–nonspecialized wage ratio is flat. We then analyze CES versions of both sectors and derive a closed form effective demand elasticity for AI that combines input substitution in production with final-goods market substitution across varieties. Finally\, simulations link adoption and distribution to elasticities\, and they allow us to explore the dynamics. When final-goods inputs are complements\, adoption is learning-first and capital-light before scaling; when they are substitutes\, adoption is scale-first and the two-phase pattern attenuates. On the distribution side\, the specialized–to–nonspecialized wage premium is lowest with complements and rises with substitutes. Greater substitutability in AI production amplifies these patterns without changing their sign.
URL:https://events.ucsc.edu/event/macroeconomics-international-finance-seminar-series-presents-helen-popper/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Seminars
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DTSTART;TZID=America/Los_Angeles:20251130T100000
DTEND;TZID=America/Los_Angeles:20251130T100000
DTSTAMP:20260403T143054
CREATED:20250912T070000Z
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SUMMARY:Dried Wreath Workshop
DESCRIPTION:Learn how to create beautiful\, long-lasting dried flower holiday wreaths with instructor Beth Benjamin. She will demonstrate the mechanics of putting everything together and will have a couple examples to guide your inspiration. Personal artistic style is highly encouraged! You’ll be able to choose from a wide selection of dried materials from the UCSC Farm and other sources. With care\, your wreath will last for years. Light refreshments will be served and the atmosphere promises to be jovial\, creative and social. \n\n\n\n\nRegister
URL:https://events.ucsc.edu/event/dried-wreath-workshop/
LOCATION:Hay Barn\, 94 Ranch View Road\, Santa Cruz\, CA\, 95064\, United States
CATEGORIES:Lectures & Presentations
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251201T160000
DTEND;TZID=America/Los_Angeles:20251201T170000
DTSTAMP:20260403T143054
CREATED:20251119T172305Z
LAST-MODIFIED:20251119T172305Z
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SUMMARY:AM Seminar: Denoising: A Powerful Building Block for Imaging\, Inverse Problems and Machine Learning
DESCRIPTION:Presenter: Peyman Milanfar\, Distinguished Scientist\, Google \nDescription: Denoising\, the process of reducing random fluctuations in a signal to emphasize essential patterns\, has been a fundamental problem of interest since the dawn of modern scientific inquiry. Recent denoising techniques\, particularly in imaging\, have achieved remarkable success\, nearing theoretical limits by some measures. Yet\, despite tens of thousands of research papers\, the wide-ranging applications of denoising beyond noise removal have not been fully recognized. This is partly due to the vast and diverse literature\, making a clear overview challenging. This article aims to address this gap. We present a clarifying perspective on denoisers\, their structure and their desired properties. We emphasize the increasing importance of denoising and showcase its evolution into an essential building block for complex tasks in imaging\, inverse problems and machine learning. Despite its long history\, the community continues to uncover unexpected and groundbreaking uses for denoising\, further solidifying its place as a cornerstone of scientific and engineering practice. \nBio: Peyman is a Distinguished Scientist at Google\, where he leads the Computational Imaging team. Prior to this\, he was a Professor of Electrical Engineering at UC Santa Cruz for 15 years\, two of those as Associate Dean for Research. From 2012-2014 he was on leave at Google-x\, where he helped develop the imaging pipeline for Google Glass. Over the last decade\, Peyman’s team at Google has developed several core imaging technologies that are used in many products. Among these are the zoom pipeline for the Pixel phones\, which includes the multi-frame super-resolution (Super Res Zoom) pipeline\, and several generations of state of the art digital upscaling algorithms. Most recently\, his team led the development of Pro Res Zoom\, and Unblur\, features launched in Pixel 10 devices and Google Photos. Peyman received his undergraduate education in electrical engineering and mathematics from the UC Berkeley\, and the MS and PhD degrees in electrical engineering from MIT. He holds more than two dozen patents. He founded MotionDSP\, which was acquired by Cubic Inc. Along with his students and colleagues\, his research work has had deep impact in several areas of computational imaging\, and applications of AI thereto – including the introduction of adaptive kernel regression to imaging; pioneering use of learning for fast\, content-adaptive image upscaling (RAISR); Neural Image quality Assessment (NIMA)\, Regularization by Denoising (RED); and most recently (2024) Inversion by Direct Iteration (InDI). All of these works have been recognized with best paper awards. He’s been a Distinguished Lecturer of the IEEE Signal Processing Society\, and is a Fellow of the IEEE “for contributions to inverse problems and super-resolution in imaging” \nHosted by: Professor Julie Simons\, Applied Mathematics \nZoom link: https://ucsc.zoom.us/j/93681175800?pwd=bgfPLQpTzs5PG4z3Qo2zbvMMScMAwn.1 \nMeeting ID: 936 8117 5800\nPasscode: 609643
URL:https://events.ucsc.edu/event/am-seminar-denoising-a-powerful-building-block-for-imaging-inverse-problems-and-machine-learning/
CATEGORIES:Lectures & Presentations,Seminars
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LOCATION:https://ucsc.zoom.us/j/93681175800?pwd=bgfPLQpTzs5PG4z3Qo2zbvMMScMAwn.1
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251202T173000
DTEND;TZID=America/Los_Angeles:20251202T183000
DTSTAMP:20260403T143054
CREATED:20251124T181646Z
LAST-MODIFIED:20251124T181646Z
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SUMMARY:UC Santa Cruz Comprehensive Habitat Conservation Plan Informational Webinar
DESCRIPTION:Please join us to learn more about the UC Santa Cruz Comprehensive Habitat Conservation Plan (HCP). \nThe Campus Planning Department is hosting an upcoming informational webinar about the proposed Comprehensive Habitat Conservation Plan (HCP) for the Main Residential Campus\, Westside Research Park and the Coastal Science Campus on Tuesday\, December 2\, 2025. \nThe informational webinar will provide information to the campus and community regarding the proposed Comprehensive Habitat Conservation Plan\, its goals\, and how it will guide future conservation and planning efforts at UC Santa Cruz. The webinar will include a presentation followed by an opportunity for participants to ask questions.  \n\n\n\nEvent: UC Santa Cruz Comprehensive HCP Informational Webinar\nDate & Time: Tuesday\, December 2\, 2025 at 5:30 pm\nLocation: Online (Zoom link provided once registered)\nRegistration: HCP Webinar \n\n 
URL:https://events.ucsc.edu/event/uc-santa-cruz-comprehensive-habitat-conservation-plan-informational-webinar/
CATEGORIES:Lectures & Presentations
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251202T190000
DTEND;TZID=America/Los_Angeles:20251202T200000
DTSTAMP:20260403T143054
CREATED:20251121T201614Z
LAST-MODIFIED:20251121T201614Z
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SUMMARY:NLP MS Virtual Information Session
DESCRIPTION:Interested in a career in generative AI? Join us Dec. 2 from 7 – 8 PM for our Virtual Information Session. Learn more about our program\, based at the UCSC Silicon Valley Campus\, where you can earn your NLP MS in as little as 15 months. We offer: \n\nApplication fee waivers for UCSC students and alumni\nFull and partial scholarships\nDedicated careers services support\nInternship and research opportunities\n\nRegistration required: bit.ly/4nYyssJ
URL:https://events.ucsc.edu/event/nlp-ms-virtual-information-session/
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=application/pdf:https://events.ucsc.edu/wp-content/uploads/2025/11/NLP-Virtual-Info-Session-BE-Events.pdf
LOCATION:
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251203T110000
DTEND;TZID=America/Los_Angeles:20251203T123000
DTSTAMP:20260403T143054
CREATED:20251103T224713Z
LAST-MODIFIED:20251119T191907Z
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SUMMARY:When Less is More: Applications of Type-Based Underapproximate Reasoning
DESCRIPTION:Presenter: Suresh Jagganathan\, Purdue University\n\n\nAbstract:\nUnlike program verifiers\, symbolic execution and property-based testing tools underapproximate program behavior: they aim to report only real bugs (no false positives)\, at the cost of potentially missing some (false negatives). Recent work has sought to place such tools on a more formal footing\, primarily through the development of incorrectness logics that capture a program’s ‘must’ rather than ‘may’ behavior. This talk explores how to transplant these ideas of underapproximation into an expressive refinement type system. Our development enables us to:\n\n(a) Typecheck the completeness of property-based testing (PBT) generators\, ensuring that a well-typed generator produces all values (i.e.\, fully covers) its output type;\n\n(b) Synthesize effectful generators by extending the type system to model underapproximations of sequences of effects rather than just values; and\n\n(c) Guide symbolic execution in effectful functional programs\, prioritizing execution paths capable of falsifying data structure safety properties.\n\nOur results demonstrate that viewing types through the lens of underapproximation offers a principled foundation for designing\, implementing\, and reasoning about program analyzers and test generators\, significantly improving their reliability and practical utility in the process.\n\n\nBio:\nSuresh Jagannathan is the Samuel D. Conte Professor of Computer Science at Purdue University. His interests span functional programming\, program verification\, distributed and concurrent systems\, and trustworthy machine learning. In recent years\, he has spent time as an Amazon Scholar\, a program manager at the Information Innovoation Office (I2O) at DARPA\, and a visiting researcher at the University of Cambridge. He serves an Associate Editor of ACM TOPLAS\, and has served as both General and PC Chair of POPL (ACM Symposium on Programming Languages).\n\n\nHosted by: Professor Mohsen Lesani\n\n\nLocation: E2-180\n*Refreshments such as coffee and pastries will be provided\n\n\n\nZoom: https://ucsc.zoom.us/j/93445911992?pwd=YkJ2TQtF79h0PcNXbEcpZLbpK0coiY.1&jst=3
URL:https://events.ucsc.edu/event/when-less-is-more-applications-of-type-based-underapproximate-reasoning/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations,Seminars
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251203T115000
DTEND;TZID=America/Los_Angeles:20251203T131000
DTSTAMP:20260403T143054
CREATED:20251108T002424Z
LAST-MODIFIED:20251125T164318Z
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SUMMARY:Applied Microeconomics and Trade Seminar Series presents: Matt Weinberg
DESCRIPTION:Applied Microeconomics and Trade Seminar\nDate: Wednesday\, December 3\, 2025\nTime: 11:50am – 1:10 p.m.\nLocation: E2-499\n\n \n\nSpeaker: Matt Weinberg \nTitle: Professor of Economics \nAffiliation: Ohio State University\nHost: Jon Robinson\n \nSeminar title: Oligopsony and Collective Bargaining: Evidence from K-12 Teachers \n\nABSTRACT:  Employers facing limited labor market competition may suppress wages below socially optimal levels. Unions can counteract this wage suppression through collective bargaining\, though the may also push wages above the socially optimal level. To assess these forces\, we estimate a structural model of labor supply\, labor demand\, and Nashin-Nash bargaining over wages between teacher unions and school districts in Pennsylvania’s K-12 public school system from 2013 to 2020. Using the estimated parameters\, we compare negotiated equilibrium wages and employment to the pure oligopsony scenario and the social planner scenario. On average\, pure oligopsony reduces wages 16 percent below the social optimum\, while collective bargaining raises wages by 9 percent above the optimum. This average masks substantial district-level heterogeneity driven by variation in bargaining power. Twenty-seven percent of schools have negotiated salaries below the social optimum due to cross-district externalities\, where high salaries at one school lead to hiring reductions\, which increase labor supply in competing districts. 
URL:https://events.ucsc.edu/event/applied-microeconomics-and-trade-seminar-series-presents-matt-weinberg/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251203T120000
DTEND;TZID=America/Los_Angeles:20251203T130000
DTSTAMP:20260403T143054
CREATED:20251118T230141Z
LAST-MODIFIED:20251120T222018Z
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SUMMARY:Marketing Yourself In The Arts Industry
DESCRIPTION:Join the Arts Division and Career Success for a fast-paced\, interactive online workshop on how to market yourself in the Arts—the event will cover personal branding\, transferable skills\, networking\, gig work and more\, giving you clear action steps to stand out in Arts-related careers and beyond.\n—\nADMISSION\n– FREE for UCSC students\n– Registration required here\n—\nThis program is open to all UC Santa Cruz affiliates consistent with state and federal law.
URL:https://events.ucsc.edu/event/marketing-yourself-in-the-arts-industry/
CATEGORIES:Lectures & Presentations
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LOCATION:
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251203T180000
DTEND;TZID=America/Los_Angeles:20251203T190000
DTSTAMP:20260403T143054
CREATED:20251103T201229Z
LAST-MODIFIED:20251103T201434Z
UID:10005024-1764784800-1764788400@events.ucsc.edu
SUMMARY:Learn about the Educational Therapy Certificate Program
DESCRIPTION:Transform learning.\nJoin Educational Therapy certificate program chair Sharmila Roy for a thoughtful program overview and hear how the uniquely designed curriculum empowers educators and professionals to make a lasting impact– in the classroom and beyond. As one of the few AET-approved programs\, you’ll learn to assess learning challenges and apply effective\, research-based interventions. \nEmpower students and build your practice\nGain skills to support students with learning differences like dyslexia\, ADHD\, and autism using therapeutic and educational strategies. Whether you’re working in schools or starting a private practice\, this program helps you create individualized plans that foster meaningful progress. \nProgram organizer\nThis fall info session is sponsored by the Educational Therapy certificate program\, a program approved by the Association of Educational Therapists. \nClaim your seat- register today!
URL:https://events.ucsc.edu/event/learn-about-the-educational-therapy-certificate-program/
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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LOCATION:
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251204T114000
DTEND;TZID=America/Los_Angeles:20251204T131500
DTSTAMP:20260403T143054
CREATED:20251203T194937Z
LAST-MODIFIED:20251203T195447Z
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SUMMARY:BME 280B Seminar: Gali Bai & David Haussler
DESCRIPTION:Presenter 1: Gali Bai\, BME/PBSE Doctoral Candidate\, Brooks Lab\, UC Santa Cruz \nTitle 1: Dissecting the contribution of chromatin accessibility to RNA transcription and processing with long-read sequencing \nDescription: Although all cells in an organism share the same genomic sequence\, transcriptional programs vary dramatically across cell types. This diversity is governed by epigenetic regulation involving the coordinated activities of chromatin remodelers\, histone modifiers\, and histone chaperones that precisely modulate chromatin accessibility. While previous studies have shown that chromatin accessibility at DNase I–hypersensitive sites such as promoters and enhancers is closely associated with gene expression\, much less is known about how chromatin influences transcription and RNA processing. To study how chromatin regulates RNA processing\, we perturbed yeast chromatin accessibility by deleting two highly conserved chromatin remodelers ISW1 and CHD1. With Oxford Nanopore long-read sequencing\, we profiled nascent RNA\, full-length mRNA\, and chromatin fibers in wild-type and chd1 isw1 double-mutant yeast cells. Loss of ISW1 and CHD1 led to increased chromatin accessibility within intragenic regions\, accompanied by aberrant transcription initiation. Leveraging long-read data\, we associated distinct chromatin states with specific RNA processing events and isoform expression outcomes. Despite a similar level of chromatin perturbations across the genome\, genes with low baseline expression showed extensive transcriptional reprogramming\, whereas highly expressed genes remained largely unaffected. These discrepancies can be partially explained by differences in the enrichment of transcription initiation motifs. In intron-containing genes\, loss of ISW1 and CHD1 reduced splicing efficiency and increased intron retention\, likely due to disrupted RNAPII elongation in the double mutant. Together\, our findings highlight the crucial role of ATP-dependent chromatin remodelers in maintaining nucleosome organization and coordinating co-transcriptional RNA processing. \nPresenter 2: David Haussler\, Distinguished Professor\, UC Santa Cruz \nTitle 2: Brain Organoids \nBio: Haussler received his PhD in computer science from the University of Colorado at Boulder. He is a member of the National Academy of Sciences\, the National Academy of Engineering\, the American Academy of Arts and Sciences and a fellow of AAAS and AAAI. He has won a number of awards\, including the 2015 Dan David Prize\, the 2011 Weldon Memorial Prize from University of Oxford\, the 2009 ASHG Curt Stern Award in Human Genetics\, the 2008 Senior Scientist Accomplishment Award from the International Society for Computational Biology\, the 2005 Dickson Prize for Science from Carnegie Mellon University\, and the 2003 ACM/AAAI Allen Newell Award in Artificial Intelligence. \nHosted by: Professor Josh Stuart\, BME Department
URL:https://events.ucsc.edu/event/bme-280b-seminar-gali-bai-david-haussler/
LOCATION:Physical Sciences Building\, Physical Sciences Building\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations,Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251204T120000
DTEND;TZID=America/Los_Angeles:20251204T133000
DTSTAMP:20260403T143054
CREATED:20251124T181437Z
LAST-MODIFIED:20251124T181437Z
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SUMMARY:Pemulai ke Nanga Jela/Return to Nanga Jela
DESCRIPTION:About the Talk: The history of hinterland communities is largely written in remote landscapes that today are often targeted for infrastructural development that forcibly relocates existing residents and transforms the land\, obliterating those histories\, and weakening communities. \nIn 1984/5 the Iban longhouse at Nanga Jela on Sarawak’s Engkari River in Malaysian Borneo\, along with twenty-one other communities and a land area of 8500 ha disappeared because of the building of the Batang Ai Hydroelectric Dam and the creation of a 33 sq mile reservoir. With the drowning of these houses\, lands\, forests\, and of multiple rivers and streams\, the history of one of the longest-occupied and most historically rich Iban territories in Sarawak was gone. Many of the 3000 people who were displaced moved to government-created resettlement areas. Some left for other parts of Sarawak\, and their descendants scattered around the world. All of those who were forced to leave their Batang Ai and Engkari homelands found their livelihoods completely transformed; none were free to pursue the rice agriculture and forest- and river-centered lives that they had known since their childhoods. \nThree decades after this event\, the ex-residents and descendants of Nanga Jela engaged in a process of reconstructing that submerged history and reconstituting an Engkari and Nanga Jela identity. Rescuing and sharing what images exist of the longhouse and its surrounding land- and waterscapes\, collecting oral histories\, geographical memories\, genealogies\, and a plethora of other local data\, and employing multiple social media tools\, the increasingly diverse\, geographically dispersed community is regaining its history\, knowledge of the lost land- and riverscapes\, and its identity. \nA team comprising Bobby Anak Nyegang and Itin Anak Langit\, both born in Nanga Jela\, and Christine Padoch\, an anthropologist who spent more than two years in the longhouse\, led the effort to assemble these and other materials into an image-rich bilingual (English and Iban) book that would be accessible to all in the Nanga Jela community\, as well as a community-based archive. In this presentation\, Padoch will discuss that complex process of writing the book\, recently published as Pemulai ke NangaJela/Return to Nanga Jela and creating an archive together with the longhouse community to provide present and future descendants of the great longhouse on the Engkari River a written history of a landscape and a livelihood that has disappeared. \nAbout the Speakers:  \nChristine Padoch is a Senior Curator Emerita in the Center for Plants\, People and Culture of the New York Botanical Garden. From 2011 to 2017 she was the Director of Research on Forests and Human Well-Being at the Center for International Forestry Research (CIFOR). An anthropologist by training\, she has spent about 50 years carrying out research on smallholder patterns of forest management\, agriculture\, and agroforestry in the humid tropics\, principally in Southeast Asia and Amazonia. Previous to her position at CIFOR\, Padoch was the Matthew Calbraith Perry Curator of Economic Botany at the NYBG. She is the author or editor of a dozen books and of approximately 100 scientific articles and book chapters. Christine Padoch has served as a scientific advisor to many international projects and has been a member of the boards of several international research institutions\, including the Center for International Forestry Research (CIFOR)\, the Amazon Institute for Environmental Research (IPAM)\, and the Earth Innovation Institute (EII). She holds a Ph.D. from Columbia University. \nNancy Lee Peluso is Professor of Environmental Social Science and Resource Policy in the College of Natural Resources and the Program Director of the Berkeley Workshop in Environmental Politics\, housed in the Institute of International Studies. She serves as a faculty member in the Society and Environment Division of the Department of Environmental Science\, Policy and Management\, where she teaches courses in Political Ecology. Her research since the 1980s has focused on Forest Politics and Agrarian Change in Southeast Asia\, primarily in Indonesia. She has done field research in various parts of Indonesia—West and Central Java\, East and West Kalimantan and in Sarawak\, Malaysia. Her work addresses questions of property rights and access to resources\, forest policy and politics\, histories of land use change\, and agrarian and environmental violence. She is the author or editor of three books: Rich Forests\, Poor People: Resource Control and Resistance in Java (UC Press\, 1992 – still available); Borneo in Transition: People\, Forests\, Conservation and Development (Oxford Press\, 1996 and 2003\, ed. with Christine Padoch); and Violent Environments (Cornell Press\, 2001\, ed. with Michael Watts.)\, and nearly fifty journal articles and book chapters. Professor Peluso speaks or reads four languages besides English. In 2003\, she was awarded a Harry Frank Guggenheim Fellowship and is finishing a book manuscript tentatively titled\, “Ways of Seeing Borneo: Landscape\, Territory\, and Violence”. She is currently working on a comparative study on the formation of “political forests” in Malaysia\, Indonesia\, and Thailand as well as a book examining the entanglements of violence and territoriality in landscape history in West Kalimantan.
URL:https://events.ucsc.edu/event/pemulai-ke-nanga-jela-return-to-nanga-jela/
LOCATION:Humanities 1 Building\, 257 Cowell-Stevenson Road\, Santa Cruz\, CA\, 95064\, United States
CATEGORIES:Lectures & Presentations
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ORGANIZER;CN="Center for Southeast Asian Social Interactions":MAILTO:seacoast@ucsc.edu
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251204T134000
DTEND;TZID=America/Los_Angeles:20251204T150000
DTSTAMP:20260403T143054
CREATED:20251108T001824Z
LAST-MODIFIED:20251120T170815Z
UID:10005120-1764855600-1764860400@events.ucsc.edu
SUMMARY:Behavioral\, Econometrics and Theory Seminar Series Presents: Jacopo Magnani
DESCRIPTION:Economics Behavioral\, Econometrics\, & Theory Seminar\nDate: Thursday\, December 4\, 2025\nTime: 1:40-3:00 p.m.\nLocation: E2-499\n\n \n\nSpeaker: Jacopo Magnani \nTitle:  Associate Professor of Economics \nAffiliation: Norwegian University of Science and Technology\, visiting Caltech\nHost: Kristian Lopez Vargas\n \nSeminar title: Behavioral Limits to Complete Markets\n \nABSTRACT:  Standard economic theory predicts that individuals should prefer complete markets to incomplete markets\, as the former allow state-contingent claims for every possible outcome. Yet real-world markets remain incomplete\, and the demand-side origins of the phenomenon are poorly understood. We develop an experimental framework to examine whether investors may themselves prefer incomplete markets\, and highlight two potential mechanisms: preference instability\, which exposes agents to greater regret or temptation in complete markets\, and complexity costs\, which arise because higher dimensionality increases cognitive effort and errors. In our experiment\, participants consistently reveal a preference for in complete markets\, contradicting the rational benchmark. Comparing homegrown and induced-preference treatments\, we find no evidence that this behavior is driven by preference instability. Instead\, utility losses\, response times\, and subjective ratings indicate that complexity costs drive the preference for incompleteness. Structural estimation confirms that complete markets are several times more complex than incomplete ones\, providing a behavioral foundation for market incompleteness. 
URL:https://events.ucsc.edu/event/behavioral-econometrics-and-theory-seminar-series-presents-jacopo-magnani/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251204T180000
DTEND;TZID=America/Los_Angeles:20251204T190000
DTSTAMP:20260403T143054
CREATED:20251114T221627Z
LAST-MODIFIED:20251119T192230Z
UID:10005154-1764871200-1764874800@events.ucsc.edu
SUMMARY:Future careers: What will work look like in 2030?
DESCRIPTION:Join Dean PK Agarwal for this free online session. He’ll lead a forward-looking conversation on emerging job roles in tech\, sustainability\, health\, and creative industries. Learn how industry convergence and global trends are shaping new career paths and the skills you’ll need to stay relevant. \n\nDiscover which industries are driving job creation and how roles are evolving across tech\, sustainability\, health\, and the creative economy.\nUnderstand the impact of global trends—like AI\, climate change\, and demographic shifts—on the future of work.\nIdentify the skills and mindsets that will help you stay competitive and adaptable in a rapidly changing landscape.\n\nThis session is part of Pathways to Professional Success\, a new conversation series hosted by Dean P.K. Agarwal. \n\nClaim your seat!
URL:https://events.ucsc.edu/event/future-careers-what-will-work-look-like-in-2030/
LOCATION:Silicon Valley Campus\, 3175 Bowers Avenue\, Santa Clara\, CA\, 95054\, United States
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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GEO:37.3796975;-121.9765484
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251204T180000
DTEND;TZID=America/Los_Angeles:20251204T190000
DTSTAMP:20260403T143054
CREATED:20251114T234100Z
LAST-MODIFIED:20251119T192212Z
UID:10005156-1764871200-1764874800@events.ucsc.edu
SUMMARY:Embedded Systems Program Info Session
DESCRIPTION:Build Your Career in Embedded Systems \nWhile hiring has slowed in some tech sectors\, the demand for skilled Embedded Systems professionals continues to grow across industries. \nAt this free winter info session\, you’ll learn about emerging roles in embedded technology and the essential skills that make your resume stand out. Discover how AI is being integrated into embedded systems—and how you can stay ahead of the curve with UCSC Silicon Valley Extension’s industry-aligned courses and expert instructors. \nFeatured Speaker:\nMichael Wang\, Chair of the UCSC Silicon Valley Extension Embedded Systems Certificate Program\, will share insights on the evolving job market\, key technical competencies\, and strategies to advance your career. \nThis session will also highlight two upcoming Winter courses ideal for building your foundation or deepening your expertise in Embedded Systems. \nThis winter info session is sponsored by the UCSC Silicon Valley Extension Embedded Systems certificate program. \n\nRegister today.
URL:https://events.ucsc.edu/event/embedded-systems-program-info-session/
LOCATION:Silicon Valley Campus\, 3175 Bowers Avenue\, Santa Clara\, CA\, 95054\, United States
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251205T090000
DTEND;TZID=America/Los_Angeles:20251205T110000
DTSTAMP:20260403T143054
CREATED:20251118T165217Z
LAST-MODIFIED:20251119T192149Z
UID:10005180-1764925200-1764932400@events.ucsc.edu
SUMMARY:Littschwager\, N. (CSE) - A Proposal for Characterizing Replicated Systems and Emulators
DESCRIPTION:Simulation is a coinductive proof technique to assert the behavioral equivalence of computing systems that has seen fruitful application in distributed systems\, concurrent process calculi\, and programming languages\, since the 1970’s. We have also utilized simulation in our prior work\, where we formalized and proved a folklore claim that the state-based and operation-based approaches to Conflict-free Replicated Data Types (CRDTs) are ‘equivalent’ since they can ‘emulate each other’. More specifically\, a CRDT system consists of a collection of nodes called replicas. Clients interact with individual replicas by querying or updating their state\, and replicas interact by message passing over a network to eventually reach a convergent state. There are two main approaches to implementing a CRDT: operation-based\, and state-based. We showed that the main state-based and operation-based approaches to CRDTs do indeed ‘emulate each other’ since one can exhibit a pair of weak simulations between the original type of CRDT\, and its corresponding translation into the other type. We then leveraged the existence of these weak simulations to formally prove a ‘representation independence’ result\, in the sense that when access to the CRDTs is mediated by an imperative programming language\, the programmer cannot discern the underlying CRDT implementation by producing a program that terminates when run using one type of CRDT implementation\, but not when run with the other. \n Unfortunately\, our results are impractical for the purpose of being reapplied to asserting the equivalence of other replicated systems\, since the simulation relations (that one needs to exhibit in order to prove the necessary representation-independence) are non-modular\, requiring the user to reason about the potential executions of their entire replicated system. Additionally\, we observed that behavioral equivalence of state-based and operation-based CRDTs is a specific instance of the more general paradigm of ‘emulation’\, which is the process by which an ‘emulator’ translates the behavior of one system into the behavior of a different system. \nWe propose to generalize the techniques of our prior work to be applicable for any pair of replicated    systems\, and correct the ‘non-modularity’ issue by decomposing the overall proof structure into compositional simulation proofs about the local behavior of a replica\, and the behavior of the communication medium. Our second proposal comes from the observation that\, to our knowledge\, ‘emulation’ has not been given a formal and general mathematical semantic model that adequately captures the practical nuances faced by researchers and practitioners working on emulators. With that in mind\, we propose a notion of a faithful emulator\, inspired by the concept of a faithful functor 𝐹 ∶ C → D which lets us regard objects in C as ‘the same as’ the objects in D\, but with additional structure. \nHost: Nathan Littschwager\, Ph.D. Student\, Computer Science and Engineering  \nAdvisor: Lindsey Kuper  \n 
URL:https://events.ucsc.edu/event/littschwager-n-cse-a-proposal-for-characterizing-replicated-systems-and-emulators/
CATEGORIES:Ph.D. Presentations
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LOCATION:
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251205T100000
DTEND;TZID=America/Los_Angeles:20251205T123000
DTSTAMP:20260403T143054
CREATED:20251125T212206Z
LAST-MODIFIED:20251125T212206Z
UID:10005646-1764928800-1764937800@events.ucsc.edu
SUMMARY:DeGrendele\, C. (AM) - Learning-Augmented and Structure-Preserving Methods for Conservation Law Solvers
DESCRIPTION:In this work\, we develop numerical methods for conservation laws that explore statistical\, structure-preserving\, and machine-learning-based approaches\, each built on top of traditional numerical solvers. First\, we develop a general Gaussian-process-based “recipe’’ for constructing high-order linear operators such as interpolation\, reconstruction\, and derivative approximations. Building on this recipe\, we derive a kernel-agnostic convergence theory for GP-based operators that interprets them as generalized finite-difference schemes\, defines an effective order-of-accuracy proxy that captures non-ideal truncation-error structure\, and uses this metric to select stencil geometries and kernel hyperparameters analytically. We then introduce a new second-order kernel\, Discontinuous Arcsin (DAS)\, that is stationary and prevents oscillations. DAS is integrated into a shock-capturing framework called the Multidimensional Optimal Order Detection (MOOD) method and shows an increase in efficiency by admitting less first order cascades. Next\, we address the long-standing problem of spurious pressure oscillations in compressible multi-component and real-fluid simulations by introducing a fully conservative pressure-equilibrium-preserving scheme and a high-order fully conservative approximate variant that apply to arbitrary equations of state. Unlike existing approaches\, these methods avoid non-conservative updates or EOS-specific constructions\, and on smooth interface advection tests with ideal-gas\, stiffened-gas\, and van der Waals fluids they reduce spurious pressure oscillations by orders of magnitude relative to current schemes. We then propose a hybrid numerical–machine learning framework for mixed hyperbolic–parabolic systems in which only the diffusive contribution is learned while the hyperbolic fluxes are advanced with standard shock-capturing methods\, enabling timesteps at a hyperbolic CFL. Within this framework\, we compare several neural architectures and loss designs on viscous Burgers tests and on the one-dimensional Euler equations with heat conduction\, showing that U-shaped neural operators combined with multi-step and TVD-style regularization improve long-time stability and spectral behavior\, and we analyze the resulting coupled schemes via eigenvalue-based stability diagnostics. Finally\, we apply high-order\, shock-capturing finite-difference methods within NASA’s Launch Ascent and Vehicle Aerodynamics (LAVA) framework to quantify acoustic and pressure loads on the Artemis Mobile Launcher\, including multiphase simulations of water-suppression systems and comparisons to flight data that inform hardware design for future missions. Collectively\, this work offers a set of targeted advances in kernel-based numerical operators\, conservative schemes and learning-augmented solvers each aimed at improving accuracy\, stability\, or efficiency in complex multiphysics flow simulation. \nEvent Host: Chris DeGrendele\, Ph.D. Candidate\, Applied Mathematics \nAdvisor: Dongwook Lee  \nZoom- https://ucsc.zoom.us/j/96308438100?pwd=9El4idgPoaVnAd9m8M6As6uaSbcojp.1 \nPasscode-  123456
URL:https://events.ucsc.edu/event/degrendele-c-am-learning-augmented-and-structure-preserving-methods-for-conservation-law-solvers/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251205T130000
DTEND;TZID=America/Los_Angeles:20251205T140000
DTSTAMP:20260403T143054
CREATED:20251203T234430Z
LAST-MODIFIED:20251203T234430Z
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SUMMARY:Garg\, S. (CSE) - MAPPING ANNOTATIONS FROM NETLIST TO SOURCE CODE
DESCRIPTION:Hardware design flows have become increasingly complex as modern chips integrate billions\nof transistors and rely on aggressive synthesis optimizations to meet performance\,\narea\, and power targets. While these transformations improve circuit efficiency\, they\nalso erase the correspondence between gate-level netlists and their originating HDL\nsource lines. The loss of traceability makes post-synthesis debugging\, timing backannotation\,\nand root-cause analysis extremely difficult. Existing solutions depend on\ntool-specific metadata or preserved signal names\, which are often lost after flattening\,\nretiming\, or logic restructuring.\nTo address this long-standing problem\, this thesis presents SynAlign\, a structural\nalignment framework that restores the mapping between optimized netlists and\nsource code without relying on synthesis metadata. SynAlign treats both the reference\nRTL and synthesized designs as graphs and iteratively aligns them using shared\nstructural cues—such as sequential boundaries\, fan-in/fan-out relationships\, and partial\nnaming patterns. The algorithm employs anchor-based seeding\, multi-stage neighborhood\nmatching\, and a lightweight scoring function to propagate correspondences\nefficiently across large designs.\nExtensive evaluation demonstrates that SynAlign achieves over 90% line-level\nalignment accuracy across diverse designs\, maintaining robustness even when 60% of\nsignal names are obfuscated or removed. The framework scales linearly with design size\,\ncompleting alignment on multi-million-node circuits within minutes. Controlled tests\nconfirmed structural stability under synthetic noise\, while production-level validation\non real processor and accelerator modules verified industrial applicability.\nBy recovering structural visibility lost during synthesis\, SynAlign bridges a\ncritical gap between front-end design intent and post-synthesis implementation. Its explainable\nalignment enables faster debug cycles\, more accurate timing correlation\, and\nprovides a foundation for next-generation EDA tools that integrate traceability\, optimization\ntransparency\, and source-level introspection into the hardware development\nprocess. \nHost: Sakshi Garg\, Ph.D. Candidate\, Computer Science and Engineering  \nAdvisor: Jose Renau \nZoom- https://ucsc.zoom.us/j/96207792766?pwd=bjBfusfaucoqMGZNgayum2te4tsLc5.1 \nPasscode- 669162
URL:https://events.ucsc.edu/event/garg-s-cse-mapping-annotations-from-netlist-to-source-code/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251206T110000
DTEND;TZID=America/Los_Angeles:20251206T120000
DTSTAMP:20260403T143054
CREATED:20251211T171734Z
LAST-MODIFIED:20251211T171734Z
UID:10005653-1765018800-1765022400@events.ucsc.edu
SUMMARY:First Saturday Tour at the Arboretum
DESCRIPTION:First Saturday Tours are a wonderful way to introduce yourself to the Arboretum or to deepen your knowledge of the Arboretum’s plant collections. Each tour is a little different depending on the time of year\, the interests of the tour guide\, and the people who join in. For example\, you might learn about the birds and mammals that make this land their home or about the amazing physical adaptations that plants have evolved to better deal with our extreme weather and climate conditions. Tours are free with paid admission.
URL:https://events.ucsc.edu/event/first-saturday-tour-at-the-arboretum/2025-12-06/
LOCATION:Arboretum\, 122 Arboretum Road\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251207T130000
DTEND;TZID=America/Los_Angeles:20251207T150000
DTSTAMP:20260403T143054
CREATED:20251119T214234Z
LAST-MODIFIED:20251119T214412Z
UID:10005208-1765112400-1765119600@events.ucsc.edu
SUMMARY:John O. Jordan: "Dickens and Soundscape: The Old Curiosity Shop"
DESCRIPTION:Please join the Dickens Project for the rescheduled Dickens Universe talk by John Jordan\, Dickens Project Co-Founder and Co-Director. Delve into the sounds of The Old Curiosity Shop on Sunday\, December 7\, from 1:00-2:30 PM (Pacific time). \nCritics have long recognized and commented on the striking visual quality of Dickens’s writing\, including the ways in which his novels seem to have anticipated and even influenced the development of certain film techniques. With the exception of studies that focus on speech and voice\, relatively little attention has been paid to Dickens’s representation of sound more generally. In this paper\, Professor Jordan takes a sound studies approach to Dickens’s writing\, focusing on The Old Curiosity Shop and examining the various uses to which sound is put in this exceptionally “noisy” book. \nJohn O. Jordan is a research professor of literature at the University of California\, Santa Cruz and the Co-Director of the Dickens Project. His primary research interests include Victorian literature and culture\, Charles Dickens and narrative theory. John is the author of Supposing Bleak House and co-editor\, with Robert Patten and Catherine Waters\, of the Oxford Handbook of Charles Dickens. \nRegister for the talk on Zoom.
URL:https://events.ucsc.edu/event/john-o-jordan-dickens-and-soundscape-the-old-curiosity-shop/
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/jpeg:https://events.ucsc.edu/wp-content/uploads/2025/11/JOJ-OCS-Soundscape-copy-800x496-1.jpg
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T091500
DTEND;TZID=America/Los_Angeles:20251208T103000
DTSTAMP:20260403T143054
CREATED:20251205T173457Z
LAST-MODIFIED:20251205T174005Z
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SUMMARY:Jamilan\, S. (CSE) -  Profile-guided Compiler Optimizations for Data Center Workloads
DESCRIPTION:Modern applications\, such as data center workloads\, have become increasingly complex. These applications primarily operate on massive datasets\, which involve large memory footprints\, irregular access patterns\, and complex control and data flows. The processor-memory speed gap\, combined with these complexities\, can lead to unexpected performance inefficiencies in these applications\, preventing them from achieving optimal performance. Considering the complexity and size of data center applications\, manually identifying and resolving performance issues is often impractical or impossible. Instead\, developing new compiler optimization techniques can be a more effective and scalable solution to boost both performance and energy efficiency. In this thesis\, we focus on identifying the root causes that limit the performance of data center workloads. We analyze the limitations of current profile-guided compiler optimization techniques for addressing these performance gaps. Finally\, we propose two profile-guided optimization techniques\, APT-GET and RIFS\, which can be integrated into the LLVM optimization pipeline to deliver further improvements. To hide the long latency of memory accesses\, we introduce APT-GET\, a profile-guided technique that ensures timely prefetches by leveraging dynamic execution-time information to build a novel analytical model that finds the optimal prefetch distance and injection site based on the collected profile. We study APT-GET across 10 real-world applications and demonstrate that it achieves a speedup of up to 1.98× and an average of 1.30×. To enable runtime value-invariant function specialization to reduce redundant operations\, we introduce RIFS\, a profile-guided compiler technique that specializes functions based on runtime-invariant call-site-specific argument values. RIFS introduces a novel value-profiling LLVM pass to identify runtime invariant arguments and a subsequent LLVM transformation pass to generate specialized function variants tailored to these value profiles. To efficiently select among potentially thousands of specialization candidates\, we develop a predictive cost model that estimates each candidate’s performance benefit before code generation. RIFS achieves an average speedup of 5.3% and an instruction reduction of 2.5% over the LLVM -O3+PGO baseline across 12 real-world applications. \nHost: Saba Jamilan\, Ph.D. Candidate\, Computer Science and Engineering  \nAdvisor: Heiner Litz  \nZoom- https://ucsc.zoom.us/j/95818759324?pwd=rdaS7G1V7O6faRhNOgFyq1OR50eSLK.1 \nPasscode- 652917 \n 
URL:https://events.ucsc.edu/event/jamilan-s-cse-profile-guided-compiler-optimizations-for-data-center-workloads/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T093000
DTEND;TZID=America/Los_Angeles:20251208T104500
DTSTAMP:20260403T143054
CREATED:20251117T202808Z
LAST-MODIFIED:20251119T192125Z
UID:10005162-1765186200-1765190700@events.ucsc.edu
SUMMARY:CSE Colloquium: Making Systems Secure with Information Flow
DESCRIPTION:Presenter: Andrew Myers\, Cornell University\n\nAbstract:\nModern civilization depends on complex\, interconnected software systems that must safeguard trustworthy or private data. We have ever-growing mountains of code yet lack principled ways to build large systems that are secure. What is missing is a way to securely build these systems compositionally: module by module and layer by layer. Information flow control\, enforced throughout software and hardware\, offers a plausible way to achieve compositional security\, and is increasingly being used by industry. I describe how my research group has incorporated information-flow security into various languages and systems: hardware architectures resilient to timing and speculation attacks\, smart contracts\, and automatically synthesized cryptographic and distributed protocols. Information flow is inherently compositional and makes possible strong\, provable security guarantees that can be connected to cryptographic security definitions. Importantly\, it also guides developers during the design process\, exposing security-critical decisions up front. \nBio:\nAndrew Myers is the Class of 1912 Professor of Engineering in the Department of Computer Science at Cornell University. He received his Ph.D. in Electrical Engineering and Computer Science from MIT\, advised by Barbara Liskov. His research interests include programming languages\, computer security\, and distributed and persistent programming systems. His work on computer security has focused on practical\, sound\, expressive languages and systems for enforcing information security. Myers is an ACM Fellow and has authored several award-winning papers. He currently serves as the chair of the ACM SIGPLAN Executive Committee. \nHosted By: Professor Mohsen Lesani \nLocation: Engineering 2\, E2-180 \nZoom: https://ucsc.zoom.us/j/97682837116?pwd=WZBzhJY4p7rTZshqglmOs6xBtBasbE.1&jst=3
URL:https://events.ucsc.edu/event/cse-colloquium-making-systems-secure-with-information-flow/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations,Seminars
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T130000
DTEND;TZID=America/Los_Angeles:20251208T140000
DTSTAMP:20260403T143054
CREATED:20251202T163305Z
LAST-MODIFIED:20251202T163305Z
UID:10005718-1765198800-1765202400@events.ucsc.edu
SUMMARY:de Priester\, J. (ECE) - Hybrid Reinforcement Learning
DESCRIPTION:Reinforcement Learning (RL) is a machine learning paradigm that trains a decision maker\, or policy\, by learning from interaction with an environment. The power of RL lies in its ability to learn complex strategies without explicit human instruction\, which can lead to better solutions that human designers overlook in domains ranging from robotics to scientific discovery. Despite these successes\, applying RL to safety-critical control systems remains a significant challenge due to the fragility of black-box policies. Standard RL controllers are prone to “chattering” or indecisiveness\, which is rapid\, detrimental switching between decisions induced by small disturbances\, and lack formal closed-loop safety\, stability\, and robustness guarantees. Furthermore\, existing discrete and continuous-time RL paradigms struggle to model hybrid systems\, where continuous state evolution is intertwined with instantaneous discrete updates. Consequently\, standard RL approaches cannot effectively be applied to safety-critical hybrid dynamical systems\, as such approaches suffer from discretization artifacts\, computational inefficiency\, and a lack of closed-loop safety\, stability\, and robustness guarantees. \nTo bridge the gap between hybrid control theory and RL\, this research proposal is organized into four interconnected thrusts. Thrust 1 addresses the fragility of existing standard RL-based policies by designing RL algorithms to construct robust hybrid supervisors to eliminate chattering. Thrust 2 establishes the theoretical bedrock of a native hybrid RL formulation. By leveraging insights from discounted MPC\, the hybrid RL problem is formulated with intrinsic closed-loop stability\, safety\, and robustness properties. Thrust 3 extends standard RL components to the hybrid domain to create RL algorithms capable of solving the hybrid RL problem defined in Thrust 2. Finally\, Thrust 4 provides comprehensive empirical validation\, confirming the robustness of the supervisors from Thrust 1 and demonstrating the advantages of the native hybrid RL formulation developed in Thrusts 2 and 3 over a standard RL formulation. \nHost: Jan de Priester\, Ph.D. Student\, Electrical and Computer Engineering  \nAdvisor: Ricardo Sanfelice \nZoom- https://ucsc.zoom.us/j/95229790206?pwd=ICevzd4QdEE7ZAlYALZIYbhU2bCU4W.1 \nPasscode-  981137
URL:https://events.ucsc.edu/event/de-priester-j-ece-hybrid-reinforcement-learning/
LOCATION:Jack Baskin Engineering\, Baskin Engineering 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://events.ucsc.edu/wp-content/uploads/2025/10/ph.d.-presentation-graphic-option-1-1.jpg
GEO:37.000369;-122.0632371
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Jack Baskin Engineering Baskin Engineering 1156 High Street Santa Cruz CA 95064;X-APPLE-RADIUS=500;X-TITLE=Baskin Engineering 1156 High Street:geo:-122.0632371,37.000369
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T130000
DTEND;TZID=America/Los_Angeles:20251208T140000
DTSTAMP:20260403T143054
CREATED:20251203T220535Z
LAST-MODIFIED:20251203T220535Z
UID:10005728-1765198800-1765202400@events.ucsc.edu
SUMMARY:Ferdous\, N. (CSE) - SPECSIM : A Simulation Infrastructure Mitigating Transient Timing Attacks
DESCRIPTION:   Transient execution attacks are serious security threats in modern-day processors. Out-of-order execution compels the processor to access data that should not be otherwise perceived. Leakage of that secret information creates a covert channel for the attacker for various types of transient and speculative attacks. Transient based execution attacks emanate when the secret information is leaked by the execution of transient instructions which are executed by the processor but never got committed from the processor pipeline. However\, on the microarchitectural level\, the effect of these transient instructions is noticeable. Generally\, microarchitectural state is the state that a processor maintains to improve performance which is transparent to software. The secret data retained in the microarchitectural state are susceptible to create a covert channel and thereby are at higher risk to be observed by the attacker for transient attacks.\nThis research work presents a robust and secure simulation infrastructure that implements multiple strategies to mitigate transient attacks in the timing domain. This work proposes various strategies e.g.\, Reorder Buffer Transient Flushing Technique in Randomized Transient Pipeline\, SpecSCB for making the speculative instructions invisible to the architectural state\, for the mitigation of the timing attack. In this work\, transient instructions are added in the proposed Randomized Transient Pipeline and are flushed effectively\, using Transient Flushing Techniques\, squashing all the transient instruction residues that could remain in the Randomized Transient Pipeline. This flushing strategy also ensures no difference in the execution time of the base simulation and the proposed Randomized Transient Simulation\, leaving no leakage for transient based timing attacks. In addition to the simulation platform\, a novel Transient Verification Framework is also proposed which consists of Global Time Signature Verification Model and Retirement Time Signature Verification Model. The transient verification framework identifies if there is any anomaly in the timing domain\, related to all existing instructions\, which could leave space for covert channel for timing attacks. Overall\, this work has provided an extensive and robust simulation platform infrastructure for the researchers to explore various types of attacks with their respective mitigating solutions. \nHost: Nilufar Ferdous\, Ph.D. Student\, Computer Science and Engineering  \nAdvisor: Jose Renau  \nZoom- https://us06web.zoom.us/j/84111701472?pwd=l3s5sQszKt35paVOWNxxLaE8jphG80.1 \nPasscode- Qi1pAk
URL:https://events.ucsc.edu/event/ferdous-n-cse-specsim-a-simulation-infrastructure-mitigating-transient-timing-attacks/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T140000
DTEND;TZID=America/Los_Angeles:20251208T150000
DTSTAMP:20260403T143054
CREATED:20251205T175704Z
LAST-MODIFIED:20251205T175952Z
UID:10005750-1765202400-1765206000@events.ucsc.edu
SUMMARY:Wang\, Y. (CSE) - Toward Practical and Effective Large Language Model Unlearning
DESCRIPTION:The growing integration of Large Language Models (LLMs) into real-world applications has heightened concerns about their trustworthiness\, as models may reveal private information\, reproduce copyrighted content\, propagate biases\, or generate harmful instructions. These risks\, alongside emerging privacy regulations\, motivate the need for LLM unlearning\, methods that remove the influence of specific data while preserving overall model capability.\nThis proposal investigates how to design practical and effective unlearning methods that enable LLMs to produce reliable and responsible outputs. We study both training-free and training-based paradigms. On the training-free side\, we introduce ECO\, which achieves unlearning via embedding-corrupted prompts detected by a lightweight classifier\, and DRAGON\, a generalizable black-box framework that combines detection with chain-of-thought guard reasoning for safe in-context intervention. On the training-based side\, we present FLAT\, a forget-data-only loss adjustment method grounded in a variational $f$-divergence formulation.\nTogether\, these approaches provide complementary strategies for aligning LLM behavior with safety and regulatory requirements while maintaining general utility. This proposal outlines their motivation\, design\, empirical performance\, and the broader research plan toward responsible and accountable LLM systems. \nHost: Yaxuan Wang\, Ph.D. Student\, Computer Science and Engineering  \nAdvisor: Yang Liu \nZoom- https://ucsc.zoom.us/j/94186242839?pwd=ubGMNF25W8gABNIl2S7EaIBHEXletV.1 \nPasscode- 786334
URL:https://events.ucsc.edu/event/wang-y-cse-toward-practical-and-effective-large-language-model-unlearning/
CATEGORIES:Ph.D. Presentations
ATTACH;FMTTYPE=image/jpeg:https://events.ucsc.edu/wp-content/uploads/2025/10/ph.d.-presentation-graphic-option2.jpg
LOCATION:
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T180000
DTEND;TZID=America/Los_Angeles:20251208T190000
DTSTAMP:20260403T143054
CREATED:20251104T215638Z
LAST-MODIFIED:20251104T215638Z
UID:10005095-1765216800-1765220400@events.ucsc.edu
SUMMARY:Human Resource Management Program Info Session
DESCRIPTION:Immigration and Workforce Strategy: Creating Successful Teams  \nJoin Program Chair Philip Ziman and explore UCSC Silicon Valley’s Human Resource Management certificate\, designed to help you recruit\, develop\, and retain top talent in a changing global landscape. Learn to align HR strategies with business goals\, leverage AI-driven people analytics for stronger workforce insights\, and navigate the evolving immigration climate and policy shaping today’s labor market.\n  \nAdvance Your HR Skills and Credentials\nGain expertise in talent acquisition\, leadership development\, employee relations\, and compliance while understanding how AI and automation are transforming HR practices. This HRCI- and SHRM-approved program offers pre-approved recertification credits and prepares you to lead inclusive\, data-informed teams that thrive amid shifts in immigration policy\, workforce mobility\, and global competition.\nThis winter info session is sponsored by the Human Resource Management program. \n  \nReserve your spot! Register today. 
URL:https://events.ucsc.edu/event/human-resource-management-program-info-session/
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
ATTACH;FMTTYPE=image/png:https://events.ucsc.edu/wp-content/uploads/2025/11/SM-Cal-22.png
LOCATION:
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BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251208T180000
DTEND;TZID=America/Los_Angeles:20251208T190000
DTSTAMP:20260403T143054
CREATED:20251121T173306Z
LAST-MODIFIED:20251121T174726Z
UID:10005212-1765216800-1765220400@events.ucsc.edu
SUMMARY:Ecosystem of Care Webinar: Career Success
DESCRIPTION:The Division of Student Affairs and Success invites parents and families to the next installment of the Ecosystem of Care webinar series\, featuring Career Success. The Ecosystem of Care virtual webinar series offers engaging and informative sessions are designed for families of our Slugs to connect\, gain valuable insights\, and access resources that support their students’ residential experience at UCSC. \nIn this session\, the Career Success team will share how students can find internships\, gain meaningful experience\, and build the skills employers value. You’ll also learn about the full range of Career resources—plus practical ways you can encourage and support your student’s confidence\, growth\, and career success. \nRegister to attend.
URL:https://events.ucsc.edu/event/ecosystem-of-care-webinar-career-success/
CATEGORIES:Lectures & Presentations
ATTACH;FMTTYPE=image/png:https://events.ucsc.edu/wp-content/uploads/2025/11/fright-night-2025-b-7.png
LOCATION:https://events.ucsc.edu/event/ecosystem-of-care-webinar-career-success/
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251209T060000
DTEND;TZID=America/Los_Angeles:20251209T190000
DTSTAMP:20260403T143054
CREATED:20251117T225431Z
LAST-MODIFIED:20251117T225431Z
UID:10005166-1765260000-1765306800@events.ucsc.edu
SUMMARY:Business Administration Info Session
DESCRIPTION:Strong business skills are the key to success.\nJoin our live virtual discussion to explore how our courses and expert instructors can help you build a versatile and successful career in business. \nWe’ll talk about business leadership essentials and management science as well as practical skills crucial for everyday business operations and strategies. Our curriculum is uniquely designed to provide you with the competitive tools you need for career success. \nHighlights\n\nInsights into emerging trends in business\, such as AI\, and their impact on job opportunities.\nNetworking opportunities with industry professionals and experienced instructors.\nComprehensive overview of our Business Administration Certificate Program.\n\nThis is a great opportunity to understand how new business skills can inform your leadership style for today’s dynamic business environment. \nSponsor\nThis info session is sponsored by the UCSC Silicon Valley Professional Education Business Administration certificate program. \nRegister today.
URL:https://events.ucsc.edu/event/business-administration-info-session/
LOCATION:Silicon Valley Campus\, 3175 Bowers Avenue\, Santa Clara\, CA\, 95054\, United States
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251209T160000
DTEND;TZID=America/Los_Angeles:20251209T170000
DTSTAMP:20260403T143054
CREATED:20251202T204536Z
LAST-MODIFIED:20251209T182652Z
UID:10005719-1765296000-1765299600@events.ucsc.edu
SUMMARY:Zhu\, R. (ECE) -  From Neuromorphic Principles to Efficient Neural Language Architectures
DESCRIPTION:While Large Language Models exhibit remarkable capabilities\, their reliance on the standard Transformer architecture imposes prohibitive computational costs and quadratic memory complexity. To bridge the gap between biological efficiency and high-performance AI\, we have established foundational work in linearizing attention and maximizing hardware utilization through architectures such as RWKV and MatMul-Free networks. Addressing the remaining bottlenecks in long-term memory consolidation and optimization stability\, we propose a research roadmap focused on “In-Place Test-Time Training” (TTT) to enable compositional memory via dynamic weight updates\, and the Muon optimizer to stabilize deep reasoning through orthogonal gradient updates. Ultimately\, this work aims to unify neuromorphic principles with scalable deep learning to enable robust performance in resource-efficient environments. \nEvent Host: Ridger Zhu\, Ph.D. Student\, Electrical and Computer Engineering  \nAdvisor: Jason Eshraghian \nZoom- https://ucsc.zoom.us/j/95241268060?pwd=WDMgDWhhSyXNh8NZpBDvgpbcMVbvUz.1 \nPasscode- 256794
URL:https://events.ucsc.edu/event/ridger-z-ece-from-neuromorphic-principles-to-efficient-neural-language-architectures/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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GEO:37.0009723;-122.0632371
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END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251210T130000
DTEND;TZID=America/Los_Angeles:20251210T150000
DTSTAMP:20260403T143054
CREATED:20251204T161744Z
LAST-MODIFIED:20251205T222136Z
UID:10005732-1765371600-1765378800@events.ucsc.edu
SUMMARY:Singh\, A. (ECE) - Quantum Key Distribution Using Entangled Pairs with Random Grouping
DESCRIPTION:Quantum Key Distribution (QKD) provides information-theoretic security for cryptographic key establishment\, but existing protocols exhibit limited noise tolerance\, restricting their applicability in practical quantum channels with finite resources. This work introduces a QKD protocol based on entanglement swapping that significantly enhances error tolerance and key generation rates. The protocol encodes six-bit classical symbols into six-qubit entangled states organized as three Bell pairs. Key contributions include: (1) maintaining positive secrecy rates under 100% intercept-resend attacks\, unprecedented among existing protocols\, (2) proven security against collective attacks up to 29.29% quantum bit error rate (QBER)\, substantially exceeding BB84’s 11% threshold\, and (3) finite-key security analysis demonstrating viable key generation under practical block size constraints. These results establish that structured multi-qubit encoding fundamentally broadens the operational capabilities of quantum key distribution\, enabling secure communication in high-noise environments such as free-space satellite links and urban channels where conventional protocols fail. \nHost: Archana Jayprakash Singh\, Ph.D. Student\, Electrical and Computer Engineering  \nAdvisor: Zouheir Rezki  \nZoom- https://ucsc.zoom.us/j/92875779810?pwd=xIWhFkOw5WR3vyBvVhBCkd7ueJs2m2.1 \nPasscode- 530049
URL:https://events.ucsc.edu/event/singh-a-ece-quantum-key-distribution-using-entangled-pairs-with-random-grouping/
LOCATION:Jack Baskin Engineering\, Baskin Engineering 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Ph.D. Presentations
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GEO:37.000369;-122.0632371
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Jack Baskin Engineering Baskin Engineering 1156 High Street Santa Cruz CA 95064;X-APPLE-RADIUS=500;X-TITLE=Baskin Engineering 1156 High Street:geo:-122.0632371,37.000369
END:VEVENT
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20251210T153000
DTEND;TZID=America/Los_Angeles:20251210T190000
DTSTAMP:20260403T143054
CREATED:20251124T181454Z
LAST-MODIFIED:20251124T181454Z
UID:10005638-1765380600-1765393200@events.ucsc.edu
SUMMARY:The Everett Program Presents: Envisioning Digital Justice Together | 7th Annual Project Showcase
DESCRIPTION:The Everett Program Presents: Envisioning Digital Justice Together | 7th Annual Project Showcase \nThis showcase aims to highlight the incredible work of our students\, who have completed a year-long practicum conceptualizing and using digital technology to work with nonprofit organizations on social justice issues from climate justice to the racist impacts of the carceral state. \nThis year\, Showcase is an event in which the audience can not only come together to support these wonderful students and their work\, but also to envision a range of digital futures together. \nAll are welcome! RSVP with the QR Code found on the poster\, we hope to see you there 🙂
URL:https://events.ucsc.edu/event/the-everett-program-presents-envisioning-digital-justice-together-7th-annual-project-showcase/
LOCATION:Merrill Cultural Center\, 200 McLaughlin Dr\, Santa Cruz\, CA\, 95064
CATEGORIES:Exhibits,Lectures & Presentations,Seminars
ATTACH;FMTTYPE=application/pdf:https://events.ucsc.edu/wp-content/uploads/2025/11/Nikos-version-1.pdf
GEO:36.999885;-122.0532636
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END:VCALENDAR