October 10 @ 12:00 PM - 1:00 PM Understanding Generalization of Diffusion Models: Structured Data and Memorization 1163 Mechanical Engineering 1513 Engineering Dr., Madison, WI, United States UW-ISyE looks forward to welcoming Minshuo Chen, assistant professor with the Department of Industrial Engineering & Management Sciences at Northwestern University Diffusion models achieve state-of-the-art performance in various high-dimensional data modeling tasks.... Free
October 31 @ 12:00 PM - 1:00 PM Reinforcement Learning for Digital Health Interventions in the Dyadic Setting 1163 Mechanical Engineering 1513 Engineering Dr., Madison, WI, United States UW-ISyE looks forward to welcoming Susan Murphy Professor of Statistics and of Computer Science and Associate Faculty at the Kempner Institute, Harvard University. We present our ongoing work on the development... Free
November 21 @ 12:00 PM - 1:00 PM Closing the Loop on Machine Learning: A Perturbation Analysis Approach to Decision-Dependent Distribution Shift 1163 Mechanical Engineering 1513 Engineering Dr., Madison, WI, United States UW-ISyE looks forward to welcoming Roy Dong Assistant Professor in the Industrial & Enterprise Systems Engineering department at the University of Illinois at Urbana-Champaign. As data-driven methods are deployed in real-world settings, the processes that generate the observed data will often react to the decisions of the learner. For example, a data source may have some... Free