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DTSTART;TZID=America/Los_Angeles:20260211T110000
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SUMMARY:CSE Colloquium: Incentivized Alignment for Strategic Agents (Human and Otherwise)
DESCRIPTION:Presenter: Grant Schoenebeck\, University of Michigan \nAbstract: Advances in machine learning enable new forms of human-AI collaboration\, but collaborative settings typically involve agents with divergent objectives and private information. This will become increasingly critical in the emerging world of agentic AI\, where ML-powered agents act on behalf of individuals or institutions with conflicting goals. I use the term incentivized alignment to describe the approach of combining both machine learning and incentive design to achieve alignment of system outcomes despite misaligned agents. This talk presents two case studies of incentivized alignment showing how machine learning can make mechanism design scalable and practical\, and how mechanism design can make machine learning strategically robust. First\, I examine the use of LLMs as judges for rating subjective responses. While LLMs perform well on existing datasets\, they are highly susceptible to manipulation. I propose adapting peer-prediction mechanisms to create strategically-robust scoring mechanisms that incentivize honest reporting. Beyond ensuring high-quality inputs to AI systems\, these mechanisms can potentially eliminate reward hacking in ML training pipelines. Second\, I consider collective decision-making where agents hold different objectives and private information. The goal is to design mechanisms that incentivize strategic agents to select outcomes that would be optimal under full information sharing\, according to certain criteria. Both case studies demonstrate solutions for incentivized alignment in multi-agent systems employing the combination of incentive design and machine learning\, a theme likely to be central to the future of collaborative AI. \nBio: Grant Schoenebeck is an associate professor at the University of Michigan in the School of Information. His work has recently focused on developing and analyzing systems for eliciting and aggregating information from a diverse group of agents with varying information\, interests\, and abilities by combining ideas from machine learning and economics (e.g. game theory\, mechanism design\, and information design). More generally\, his recent work has been about incentives and (machine) learning in a variety of contexts. His research is supported by multiple NSF grants including a CAREER award and spans publications in top venues including NeurIPS\, ICLR\, EC\, WINE\, the Web Conference\, STOC\, and FOCS. His former PhD students and postdocs now hold tenure-track positions at the University of Illinois Urbana-Champaign\, Peking University\, George Mason University\, and Shanghai Jiao Tong University. He recently served as Program Committee Co-chair for WINE\, Theory Track Co-chair for EC\, and Economics and Computation Track co-chair at the Web Conference. Grant received his PhD at UC Berkeley\, studied theology at Oxford University\, and received his BA in mathematics and computer science from Harvard. \nHosted by: Professor Nikos Tziavelis \nLocation: Engineering 2\, Room E2-180 \n*Light refreshments such as coffee\, pastries\, and fruit will be available. \nZoom: https://ucsc.zoom.us/j/93445911992?pwd=YkJ2TQtF79h0PcNXbEcpZLbpK0coiY.1&jst=3
URL:https://events.ucsc.edu/event/cse-colloquium-incentivized-alignment-for-strategic-agents-human-and-otherwise/
LOCATION:Engineering 2\, Engineering 2 1156 High Street\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
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DTSTART;TZID=America/Los_Angeles:20260211T120000
DTEND;TZID=America/Los_Angeles:20260211T130000
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SUMMARY:On the Margins of Empire: The Archaeology of Social Complexities in Lower Akinyele\, Southwest Nigeria Ca. 18th- 20th centuries
DESCRIPTION:Presentation Abstract: My research examines the materiality of everyday life in non-urban spaces between the 18th and 20th centuries. I seek to articulate the nature of social complexities that may have characterized these spaces\, with particular attention to the domestic domain. In my study at Lower Akinyele\, I aim to investigate how social agents negotiated their daily lives within complex historical processes such as imperial control\, conflict\, migration\, and resettlement\, and how these dynamics shape their lived experience and are reflected in the archaeological record over this extended period. \nCombining an interdisciplinary approach\, my research employs ethnography\, archaeological field survey with geospatial analysis\, and material science-based analysis. Drawing on theories of agency\, practice\, and feminist perspectives\, I move beyond a monolithic view that privileges urban centers as the primary sites for studying social complexity. Instead\, my work advocates for a more nuanced understanding that captures the varied scales of human interactions within these communities. \nAbout the Presenter: Boluwaji Ajayi is a doctoral candidate in the Department of Anthropology at UCSC. Ajayi’s research examines the social complexities that shaped the everyday lives of settlements located on the peripheries of early cities and empires in the Yoruba-Edo region of Southwestern Nigeria from the precolonial era to the twentieth century.
URL:https://events.ucsc.edu/event/on-the-margins-of-empire-the-archaeology-of-social-complexities-in-lower-akinyele-southwest-nigeria-ca-18th-20th-centuries/
LOCATION:Social Sciences 1\, Social Sciences 1\, Santa Cruz\, CA\, 95064
CATEGORIES:Lectures & Presentations
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SUMMARY:Centering the Experiences of Undocumented Transfer Students at HSIs: A Brown Bag Presentation by Valeria Alonso Blanco
DESCRIPTION:  \nThe Huerta Center is proud to present a brown bag presentation by Graduate Student Research Awardee Valeria Alonso Blanco. She will present on a qualitative study that explores how undocumented Latinx transfer students navigate institutional support\, belonging\, and barriers at a four-year Hispanic Serving Institution (HSI). Findings reveal gaps between institutional commitments and student realities\, and she offers actionable recommendations for more equitable\, transfer-receptive practices.
URL:https://events.ucsc.edu/event/centering-the-experiences-of-undocumented-transfer-students-at-hsis-a-brown-bag-presentation-by-valeria-alonso-blanco/
LOCATION:Huerta Center Conference Room (Casa Latina)\, 641 Merrill Rd\, Santa Cruz\,\, CA\, 95064
CATEGORIES:Lectures & Presentations,Ph.D. Presentations
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DTSTART;TZID=America/Los_Angeles:20260211T150000
DTEND;TZID=America/Los_Angeles:20260211T160000
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SUMMARY:EOP Students - "Words That Impress: Creating a Great Résumé & Cover Letter"
DESCRIPTION:Crafting a fantastic Resume and Cover Letter are the key to getting an interview and landing a job!  Join us for this informative workshop that will cover best practices for resume and cover letter development.  You’ll gain understanding about the perfect format\, navigating AI filters\, and how to write captivating resume bullet points and engaging cover letter paragraphs.  The presentation will be 30 minutes\, followed by 30 minutes of optional worktime here in our office with coaches to give you brief input. \nWe will provide captions for the presentation. If you have disability-related needs\, please contact the Career Success office at csuccess@ucsc.edu or (831) 459-4420 as soon as possible. \nYOU BELONG HERE\nPrograms and services are open to all\, consistent with state and federal law\, as well as the University of California’s nondiscrimination policies. Every initiative—whether a student service\, faculty program\, or community event—is designed to be accessible\, inclusive\, and respectful of all identities. To learn more\, please visit UC Nondiscrimination Statement or Nondiscrimination Policy for UC Publications.
URL:https://events.ucsc.edu/event/eop-students-words-that-impress-creating-a-great-resume-cover-letter/
LOCATION:Career Success Student Lounge (125 Hahn)\, 1156 High Street\, Santa Cruz\, CA\, 95064\, United States
CATEGORIES:Meetings & Conferences,Seminars,Training,Workshop
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DTSTART;TZID=America/Los_Angeles:20260211T180000
DTEND;TZID=America/Los_Angeles:20260211T190000
DTSTAMP:20260421T163901
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SUMMARY:AI Application Development – A monthly conversation with the Chair
DESCRIPTION:Lead Innovation as a Machine Learning Engineer.\nAs AI becomes central to products and services across industries\, there’s a growing demand for professionals who can design\, build and deploy intelligent services & systems. Learn how you can preprocess data\, develop Machine Learning models\, apply Deep Learning techniques\, and create AI solutions that solve real‑world problems. \nSpeaker\nJoin Praveen Krishna\, Chair of the Artificial Intelligence Application Development program\, for this new monthly conversation series designed to spark discussion and dialogue. Get an inside look at how our courses deliver hands-on learning\, industry-driven projects\, and the technical foundation needed to advance your career as an ML Engineer\, MLOps Engineer\, or Applied AI Researcher. \nLearn more.\nVisit our program page for a closer look at our AI App Development courses and offerings. \nRegister today.  
URL:https://events.ucsc.edu/event/ai-application-development-a-monthly-conversation-with-the-chair/
LOCATION:Silicon Valley Campus\, 3175 Bowers Avenue\, Santa Clara\, CA\, 95054\, United States
CATEGORIES:Lectures & Presentations,Meetings & Conferences,Training
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DTSTART;TZID=America/Los_Angeles:20260211T180000
DTEND;TZID=America/Los_Angeles:20260211T193000
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SUMMARY:California Firefighter Cancer Research Study Panel
DESCRIPTION:In the month of February\, The intersections of Climate Change lecture series will host a panel discussion with Dr. Shehnaz Hussain and Fire Captain Jamie Gabriel. They will discuss ongoing research in cancer being the leading cause of death among California firefighters and why preventative interventions remain elusive.\nThe Intersections of Climate Change Series is organized with the Friedlaender Lab in conjunction with Weather and the Whale.\n—\nADDITIONAL SERIES EVENTS\n– Thurs. Feb. 5\, 6:00 p.m: Intersections of Climate Change Lecture: Climate Justice and the Moss Landing Battery Fire\n– Wed. Feb. 11\, 6:00 p.m: The California Firefighter Cancer Research Study with Shehnaz Hussain and Fire Captain Jamie Gabriel\n– Thurs. Feb. 26\, 6:00 p.m: Intersections of Climate Change Performance: Electroacoustic Performance and Artist Talk with the Whale Liberation Front\n– Wed. March 4\, 6:00 p.m: Unexpected Returns: The Historic Entanglements of Fire\, Settlement\, and Stewardship in the Santa Cruz Mountains\n—\nADMISSION\n– FREE and open to the public\n—\nPARKING\n– The entrance to the Institute of the Arts and Sciences Galleries is on Delaware Street and has an accessibility ramp.\n– Convenient and free self-parking is available on Panetta Avenue and High Road\, immediately adjacent to the galleries.\n– Accessible parking is on High Road.\n—\nThis program is open to all members of the public consistent with state and federal law.
URL:https://events.ucsc.edu/event/california-firefighter-cancer-research-study-panel/
LOCATION:Institute of the Arts and Sciences\, 100 Panetta Ave\, Santa Cruz\, United States
CATEGORIES:Lectures & Presentations
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DTSTART;TZID=America/Los_Angeles:20260211T183000
DTEND;TZID=America/Los_Angeles:20260211T210000
DTSTAMP:20260421T163901
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LAST-MODIFIED:20260206T171140Z
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SUMMARY:"The Eternal Song" Film Screening
DESCRIPTION:The Eternal Song is a cinematic journey through timeless lands and Indigenous cultures. Voices from across generations and traditions invite us to witness the enduring scars of colonization on lands and peoples\, and the healing pathways carried through ancestral wisdom. Entrusted with medicine stories\, the film grapples with colonial legacies\, intergenerational trauma\, and the culture of separation that fragments our lives.
URL:https://events.ucsc.edu/event/the-eternal-song-film-screening/
LOCATION:Merrill Cultural Center\, 200 McLaughlin Dr\, Santa Cruz\, CA\, 95064
CATEGORIES:Film Screening
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