Recordings of the expert lectures presented at the workshop are available on the CRSE Workshop YouTube Channel. Individual expert lectures can also be accessed directly below.
Recordings of the expert lectures presented at the workshop are available on the CRSE Workshop YouTube Channel. Individual expert lectures can also be accessed directly below.
Functional Data Analysis and Representations of Dynamics
Giles Hooker, University of Pennsylvania
Untangling Complex Driving Data: High-Dimensional & Multi-Modal Safety Insights
Feng Guo, Virginia Tech
AI-Accelerated Scientific Experimentation: A Statistician’s Playground
Simon Mak, Duke University
The Winner's Curse in Data-Driven Decision-Making
Hamsa Bastani, University of Pennsylvania
Towards Improving the Reliability of Machine Learning and AI with Statistical Methods
Edgar Doriban, University of Pennsylvania
Network Modeling of Large-scale Time Series with Cumulative Impulse Response Functions
David Matteson, Cornell University
Multivariate Tail Probability Approximations
John Kolassa, National Science Foundation
Nonlinear Multi-Study Sparse Factor Analysis
Gemma Moran, Rutgers University
Statistical Learning under Distributional Change: From Change-Point Detection to Generative Modeling
Yao Xie, Georgia Tech