|
9:00 AM
|
--- Breakfast Coffee & Arrival ---
|
|
9:30 AM
|
Welcome & Intro
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
|
|
10:00 AM
|
The frontiers of simulation-based inference (Part 1)
-
Gilles Louppe
|
|
11:00 AM
|
The frontiers of simulation-based inference (Part 2)
-
Kyle Stuart Cranmer
(University of Wisconsin Madison (US))
|
|
|
9:00 AM
|
SBI in HEP Meets Reality
-
Alexander Held
(University of Wisconsin Madison (US))
|
|
10:00 AM
|
Practical SBI for Measurements at the LHC
-
Jay Ajitbhai Sandesara
(University of Massachusetts (US))
|
|
10:30 AM
|
--- Coffee Break ---
|
|
11:00 AM
|
Precision systematics for unbinned hypothesis tests
-
Robert Schoefbeck
(Austrian Academy of Sciences (AT))
|
|
11:30 AM
|
Dataset-wide inference in the presence of systematic uncertainties
-
Philipp Windischhofer
(University of Chicago (US))
|
|
|
9:00 AM
|
Enabling ML Techniques for SBI I
-
Jakub Tomczak
|
|
10:00 AM
|
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
-
Guy Moss
|
|
10:30 AM
|
--- Coffee ---
|
|
11:00 AM
|
SBI Tools
-
Christoph Weniger
|
|
|
2:00 PM
|
A Statistical Perspective on SBI
-
Paul Bürkner
|
|
3:00 PM
|
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology
-
Juan L. Gamella
|
|
3:30 PM
|
--- Coffee Break ---
|
|
4:00 PM
|
Diagnostics in SBI
-
Julia Linhart
|
|
5:00 PM
|
Simulation-based Inference in Astrophysics
- Dr
Francesca Capel
(Max Planck Institute for Physics)
|
|
7:30 PM
|
Beergarden
|
|
|
2:00 PM
|
SBI Cosmo
-
Laurence Perreault Levasseur
|
|
3:00 PM
|
Robust Bayesian Inference for Simulator-based Models
-
Harita Dellaporta
|
|
3:30 PM
|
--- Coffee Break ---
|
|
4:00 PM
|
Model Misspecification and SBI
-
Antoine Wehenkel
|
|
5:00 PM
|
Goodness-of-Fit in SBI
-
Noemi Anau Montel
|
|
5:30 PM
|
PolySwyft: a sequential simulation-based nested sampler
- Dr
Will Handley
|
|
6:00 PM
|
--- Poster Session ---
|
|
|
2:00 PM
|
Frequentist Topics in SBI
-
Ann Lee
(Carnegie Mellon University)
|
|
3:00 PM
|
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
-
Luca Masserano
|
|
3:30 PM
|
Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra
-
Len Brandes
(Technical University of Munich)
|
|
4:00 PM
|
--- Coffee Break ---
|
|
4:30 PM
|
Physics Impressions
-
Aishik Ghosh
(University of California Irvine (US))
|
|
5:00 PM
|
Stats/ML Impressions
-
Mikael Kuusela
(Carnegie Mellon University (US))
|
|
5:30 PM
|
Closeout
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
|
|
