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Poster
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Tue 4:30
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Simulation-Based Inference with Quantile Regression
He Jia
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Poster
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Thu 2:30
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Variational Inference with Coverage Guarantees in Simulation-Based Inference
Yash Patel · Declan McNamara · Jackson Loper · Jeffrey Regier · Ambuj Tewari
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Workshop
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Improving Flow Matching for Posterior Inference with Physics-based Controls
Benjamin Holzschuh · Nils Thuerey
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Workshop
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Inferring Physiological Properties of Motor Neurons using Neural Posterior Estimation
Pranav Mamidanna · Dario Farina
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Poster
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Thu 2:30
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Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference
Yan Zhong · Xingyu Wu · Li Zhang · Chenxi Yang · Tingting Jiang
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Poster
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Wed 2:30
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Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
Louis Sharrock · Jack Simons · Song Liu · Mark Beaumont
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Oral
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Thu 7:45
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All-in-one simulation-based inference
Manuel Gloeckler · Michael Deistler · Christian Weilbach · Frank Wood · Jakob Macke
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Poster
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Thu 4:30
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All-in-one simulation-based inference
Manuel Gloeckler · Michael Deistler · Christian Weilbach · Frank Wood · Jakob Macke
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Workshop
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Accounting for Selection Effects in Supernova Cosmology with Simulation-Based Inference and Hierarchical Bayesian Modelling
Benjamin M. Boyd · Matthew Grayling · Kaisey Mandel
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Workshop
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∇τ: Gradient-based and Task-Agnostic Machine Unlearning
Daniel Trippa · Cesare Campagnano · Maria Sofia Bucarelli · Gabriele Tolomei · Fabrizio Silvestri
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Poster
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Tue 4:30
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GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs
Zheng Zhang · Na Wang · Ziqi Zhang · Yao Zhang · Tianyi Zhang · Jianwei Liu · Ye Wu
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Poster
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Wed 4:30
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Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?
Emanuel Sommer · Lisa Wimmer · Theodore Papamarkou · Ludwig Bothmann · Bernd Bischl · David Rügamer
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