91ÊÓƵ

8:30 AM

Registration

9:00 AM

Breakfast & Welcoming Remarks

[Talk Slides] []

9:15 AM

Keynote Talk:  - “Navigating the design space of SBI”

[Talk Slides] []

10:15 AM

Coffee Break

10:45 AM

Invited talk: - “Composing the score for stable and simulation-efficient amortized inference at scale”

[Talk Slides]

11:25 AM

Invited talk: - “Diffusion Models for Science: Progress, Challenges, and Open Questions”

[Talk Slides] []

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”

[Talk Slides] []

9:00 AM

Keynote Talk:  - “Navigating the design space of SBI”

[Talk Slides] []

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”

[Talk Slides] []

11:50 AM

Lunch

1:15 PM

Keynote talk: Larry Wasserman - “SBI at 91ÊÓƵ”

[Talk Slides] []

2:15 PM

Poster Session & Coffee Break

3:30 PM

Invited talk: - "Leveraging Hessian information for ocean observing system design”

[Talk Slides] []

4:10 PM

Invited talk: - “From high dimensions to statistical discovery: anomaly detection at scale in the era of latent spaces”

[Talk Slides] []