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Workshop
Bayesian Simulation-based Inference for Cosmological Initial Conditions
Noemi Anau Montel · Florian List · Christoph Weniger
Poster
Wed 15:00 Learning Robust Statistics for Simulation-based Inference under Model Misspecification
Daolang Huang · Ayush Bharti · Amauri Souza · Luigi Acerbi · Samuel Kaski
Workshop
Simulation-Based Inference for Detecting Blending in Spectra
Declan McNamara · Jeffrey Regier
Workshop
Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering
Shivam Pandey · Chirag Modi · Benjamin Wandelt · Matthew Ho · ChangHoon Hahn · Bruno Régaldo-Saint Blancard
Workshop
Learning Reionization History from Quasars with Simulation-Based Inference
Huanqing Chen · Joshua Speagle · Keir Rogers
Workshop
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
Ortal Senouf · Jens Behrmann · Joern-Henrik Jacobsen · Pascal Frossard · Emmanuel Abbe · Antoine Wehenkel
Workshop
Simulation-based Inference for Cardiovascular Models
Antoine Wehenkel · Jens Behrmann · Andy Miller · Guillermo Sapiro · Ozan Sener · Marco Cuturi · Joern-Henrik Jacobsen
Workshop
Classification under Prior Probability Shift in Simulator-Based Inference: Application to Atmospheric Cosmic-Ray Showers
Alexander Shen · Ann Lee · Luca Masserano · tommaso dorigo · Michele Doro · Rafael Izbicki
Workshop
Loss-driven sampling within hard-to-learn areas for simulation-based neural network training
Sofya Dymchenko · Bruno Raffin
Workshop
SimSIMS: Simulation-based Supernova Ia Model Selection with thousands of latent variables
Konstantin Karchev · Roberto Trotta · Christoph Weniger
Workshop
nbi: the Astronomer's Package for Neural Posterior Estimation
Keming Zhang · Joshua Bloom · Nina Hernitschek
Poster
Thu 15:00 Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
Maciej Falkiewicz · Naoya Takeishi · Imahn Shekhzadeh · Antoine Wehenkel · Arnaud Delaunoy · Gilles Louppe · Alexandros Kalousis