Presenter: Amanda Coston, Assistant Professor, University of California Berkeley Description: Performance evaluation plays a central role in decisions about whether and how predictive algorithms should be deployed in high-stakes settings. Yet, in many real-world domains, evaluation is fundamentally difficult: the data available for assessment are often biased, incomplete, or noisy, and the act of deploying […]
Presenter: Ching-Yao Lai, Assistant Professor, Stanford University Description: I will discuss examples utilizing neural networks (NNs) to find solutions to partial differential equations (PDEs) that facilitate new discoveries. Despite being deemed universal function approximators, neural networks, in practice, struggle to fit functions with sufficient accuracy for rigorous analysis. Here, we developed multi-stage neural networks (Wang […]
Presenter: Amanda Coston, Assistant Professor, University of California Berkeley Description: Performance evaluation plays a central role in decisions about whether and how predictive algorithms should be deployed in high-stakes settings. Yet, in many real-world domains, evaluation is fundamentally difficult: the data available for assessment are often biased, incomplete, or noisy, and the act of deploying […]
The Summer Session Schedule of Classes goes live today. Explore course descriptions, prerequisites, and meeting times to start planning early for summer enrollment. Email summer@ucsc.edu with questions or call 831-459-5373.
Presenter: Yuyin Zhou, Assistant Professor, UCSC Description: Medical AI is undergoing a profound transformation, evolving from simple pattern recognition to systems capable of complex clinical reasoning. This talk will chart this evolution across three dimensions: data, models, and evaluation. I will first highlight the shift from limited, unimodal datasets to massive multimodal resources. In particular, […]
The Summer Session Schedule of Classes goes live today. Explore course descriptions, prerequisites, and meeting times to start planning early for summer enrollment. Email summer@ucsc.edu with questions or call 831-459-5373.
The Summer Session Schedule of Classes goes live today. Explore course descriptions, prerequisites, and meeting times to start planning early for summer enrollment. Email summer@ucsc.edu with questions or call 831-459-5373.
The Summer Session Schedule of Classes goes live today. Explore course descriptions, prerequisites, and meeting times to start planning early for summer enrollment. Email summer@ucsc.edu with questions or call 831-459-5373.
The Summer Session Schedule of Classes goes live today. Explore course descriptions, prerequisites, and meeting times to start planning early for summer enrollment. Email summer@ucsc.edu with questions or call 831-459-5373.