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107 Results
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Workshop
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Bayesian Simulation-based Inference for Cosmological Initial Conditions Noemi Anau Montel · Florian List · Christoph Weniger |
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Poster
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Wed 15:00 |
Learning Robust Statistics for Simulation-based Inference under Model Misspecification Daolang Huang · Ayush Bharti · Amauri Souza · Luigi Acerbi · Samuel Kaski |
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Workshop
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Simulation-Based Inference for Detecting Blending in Spectra Declan McNamara · Jeffrey Regier |
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Workshop
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Sensitivity Analysis of Simulation-Based Inference for Galaxy Clustering Shivam Pandey · Chirag Modi · Benjamin Wandelt · Matthew Ho · ChangHoon Hahn · Bruno Régaldo-Saint Blancard |
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Workshop
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Learning Reionization History from Quasars with Simulation-Based Inference Huanqing Chen · Joshua Speagle · Keir Rogers |
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Workshop
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Inferring Cardiovascular Biomarkers with Hybrid Model Learning Ortal Senouf · Jens Behrmann · Joern-Henrik Jacobsen · Pascal Frossard · Emmanuel Abbe · Antoine Wehenkel |
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Workshop
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Simulation-based Inference for Cardiovascular Models Antoine Wehenkel · Jens Behrmann · Andy Miller · Guillermo Sapiro · Ozan Sener · Marco Cuturi · Joern-Henrik Jacobsen |
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Workshop
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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 |
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Workshop
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Loss-driven sampling within hard-to-learn areas for simulation-based neural network training Sofya Dymchenko · Bruno Raffin |
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Workshop
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SimSIMS: Simulation-based Supernova Ia Model Selection with thousands of latent variables Konstantin Karchev · Roberto Trotta · Christoph Weniger |
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Workshop
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nbi: the Astronomer's Package for Neural Posterior Estimation Keming Zhang · Joshua Bloom · Nina Hernitschek |
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Poster
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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 |