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34 Results
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Poster
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Thu 2:30 |
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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Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks Yoav Gelberg · Tycho van der Ouderaa · Mark van der Wilk · Yarin Gal |
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Poster
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Tue 2:30 |
Provably Scalable Black-Box Variational Inference with Structured Variational Families Joohwan Ko · Kyurae Kim · Woo Chang Kim · Jacob Gardner |
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Poster
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Wed 2:30 |
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling Denis Blessing · Xiaogang Jia · Johannes Esslinger · Francisco Vargas · Gerhard Neumann |
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Poster
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Thu 2:30 |
Batch and match: black-box variational inference with a score-based divergence Diana Cai · Chirag Modi · Loucas Pillaud-Vivien · Charles Margossian · Robert Gower · David Blei · Lawrence Saul |
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Poster
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Thu 4:30 |
Total Variation Distance Meets Probabilistic Inference Arnab Bhattacharyya · Sutanu Gayen · Kuldeep S. Meel · Dimitrios Myrisiotis · A. Pavan · N. Vinodchandran |
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Workshop
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Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses Tianshu Feng · Rohan Gnanaolivu · Abolfazl Safikhani · Yuanhang Liu · Jun Jiang · Nicholas Chia · Alexander Partin · Priyanka Vasanthakumari · Yitan Zhu · Chen Wang |
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Poster
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Wed 4:30 |
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling Brooks(Ruijia) Niu · Dongxia Wu · Kai Kim · Yian Ma · Duncan Watson-Parris · Rose Yu |
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Poster
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Thu 2:30 |
Language-guided Skill Learning with Temporal Variational Inference Haotian Fu · Pratyusha Sharma · Elias Stengel-Eskin · George Konidaris · Nicolas Le Roux · Marc-Alexandre Côté · Xingdi Yuan |
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Poster
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Thu 4:30 |
Variational Learning is Effective for Large Deep Networks Yuesong Shen · Nico Daheim · Bai Cong · Peter Nickl · Gian Maria Marconi · Bazan Raoul · Rio Yokota · Iryna Gurevych · Daniel Cremers · Khan Emtiyaz · Thomas Moellenhoff |