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09:00
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--- Breakfast Coffee & Arrival ---
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09:30
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Welcome & Intro
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
()
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10:00
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The frontiers of simulation-based inference (Part 1)
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Gilles Louppe
()
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11:00
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The frontiers of simulation-based inference (Part 2)
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Kyle Stuart Cranmer
(University of Wisconsin Madison (US))
()
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09:00
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SBI in HEP Meets Reality
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Alexander Held
(University of Wisconsin Madison (US))
()
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10:00
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Practical SBI for Measurements at the LHC
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Jay Ajitbhai Sandesara
(University of Massachusetts (US))
()
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10:30
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--- Coffee Break ---
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11:00
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Precision systematics for unbinned hypothesis tests
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Robert Schoefbeck
(Austrian Academy of Sciences (AT))
()
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11:30
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Dataset-wide inference in the presence of systematic uncertainties
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Philipp Windischhofer
(University of Chicago (US))
()
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09:00
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Enabling ML Techniques for SBI I
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Jakub Tomczak
()
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10:00
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Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
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Guy Moss
()
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10:30
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--- Coffee ---
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11:00
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SBI Tools
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Christoph Weniger
()
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14:00
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A Statistical Perspective on SBI
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Paul Bürkner
()
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15:00
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The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology
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Juan L. Gamella
()
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15:30
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--- Coffee Break ---
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16:00
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Diagnostics in SBI
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Julia Linhart
()
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17:00
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Simulation-based Inference in Astrophysics
- Dr
Francesca Capel
(Max Planck Institute for Physics)
()
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19:30
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Beergarden
()
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14:00
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SBI Cosmo
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Laurence Perreault Levasseur
()
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15:00
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Robust Bayesian Inference for Simulator-based Models
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Harita Dellaporta
()
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15:30
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--- Coffee Break ---
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16:00
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Model Misspecification and SBI
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Antoine Wehenkel
()
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17:00
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Goodness-of-Fit in SBI
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Noemi Anau Montel
()
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17:30
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PolySwyft: a sequential simulation-based nested sampler
- Dr
Will Handley
()
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18:00
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--- Poster Session ---
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14:00
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Frequentist Topics in SBI
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Ann Lee
(Carnegie Mellon University)
()
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15:00
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Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
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Luca Masserano
()
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15:30
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Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra
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Len Brandes
(Technical University of Munich)
()
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16:00
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--- Coffee Break ---
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16:30
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Physics Impressions
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Aishik Ghosh
(University of California Irvine (US))
()
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17:00
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Stats/ML Impressions
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Mikael Kuusela
(Carnegie Mellon University (US))
()
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17:30
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Closeout
-
Lukas Alexander Heinrich
(Technische Universitat Munchen (DE))
()
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