WORKSHOP SCHEDULE - FALL 2025
Saturday October 4th, 2025
8:30 AM |
Registration |
9:00 AM |
Breakfast & Welcoming Remarks |
9:15 AM |
Keynote Talk: - “Navigating the design space of SBI” |
10:15 AM |
Coffee Break |
10:45 AM |
Invited talk: - “Composing the score for stable and simulation-efficient amortized inference at scale” |
11:25 AM |
Invited talk: - “Diffusion Models for Science: Progress, Challenges, and Open Questions” |
12:05 PM |
Lunch |
1:25 PM |
Keynote talk: - “Neural SBI for spatial and spatio-temporal statistical models” |
2:25 PM |
Poster Session & Coffee Break |
3:40 PM |
Invited talk: - “Build Big or Build Smart: Domain Knowledge and Foundation Models in Fundamental Physics?” |
4:20 PM |
Invited talk: - “Repro Samples and Fisher Inversion: A Framework for Solving Finite-Sample and Irregular Inference Challenges” |
Sunday October 5th, 2025
9:00 AM |
Keynote Talk: - “Navigating the design space of SBI” |
10:00 AM |
Coffee Break |
10:30 AM |
Invited talk: - “Simulation-based Inference for Galaxy Properties: Speed, Coverage, and New Physics” |
11:10 AM |
Invited talk: - “Vecchia approximated density regression for spatial models with intractable likelihoods” |
11:50 AM |
Lunch |
1:15 PM |
Keynote talk: Larry Wasserman - “SBI at 黑料正能量” |
2:15 PM |
Poster Session & Coffee Break |
3:30 PM |
Invited talk: - "Leveraging Hessian information for ocean observing system design” |
4:10 PM |
Invited talk: - “From high dimensions to statistical discovery: anomaly detection at scale in the era of latent spaces” |