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25 Results
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Workshop
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Sat 11:36 |
Longhorn: State Space Models are Amortized Online Learners Bo Liu · Rui Wang · Lemeng Wu · Yihao Feng · Peter Stone · Qiang Liu |
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Workshop
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Sun 11:00 |
Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen & Yoshua Bengio. MAP: Model Merging with Amortized Pareto Front Using Limited Computation |
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Workshop
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What's in a Query: Examining Distribution-based Amortized Fair Ranking Aparna Balagopalan · Kai Wang · Asia Biega · Marzyeh Ghassemi |
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Workshop
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Amortizing intractable inference in diffusion models for Bayesian inverse problems Siddarth Venkatraman · Moksh Jain · Luca Scimeca · Minsu Kim · Marcin Sendera · Mohsin Hasan · Luke Rowe · Sarthak Mittal · Pablo Lemos · Emmanuel Bengio · Alexandre Adam · Jarrid Rector-Brooks · Yashar Hezaveh · Laurence Perreault-Levasseur · Yoshua Bengio · Glen Berseth · Nikolay Malkin |
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Workshop
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Evaluating Sparse Galaxy Simulations via Out-of-Distribution Detection and Amortized Bayesian Model Comparison Lingyi Zhou · Stefan Radev · William H. Oliver · Aura Obreja · Zehao Jin · Tobias Buck |
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Workshop
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MAP: Model Merging with Amortized Pareto Front Using Limited Computation Lu Li · Tianyu Zhang · Zhiqi Bu · Suyuchen Wang · Huan He · Jie Fu · Yonghui Wu · Jiang Bian · Yong Chen · Yoshua Bengio |
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Workshop
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Recursive Nested Filtering for Efficient Amortized Bayesian Experimental Design Sahel Mohammad Iqbal · Hany Abdulsamad · Sara Perez-Vieites · Simo Sarkka · Adrien Corenflos |
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Workshop
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Data-Efficient Variational Mutual Information Estimation via Bayesian Self-Consistency Desi R Ivanova · Marvin Schmitt · Stefan Radev |
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Workshop
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Amortized Decision-Aware Bayesian Experimental Design Daolang Huang · Yujia Guo · Luigi Acerbi · Samuel Kaski |
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Poster
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Thu 16:30 |
Amortizing intractable inference in diffusion models for vision, language, and control Siddarth Venkatraman · Moksh Jain · Luca Scimeca · Minsu Kim · Marcin Sendera · Mohsin Hasan · Luke Rowe · Sarthak Mittal · Pablo Lemos · Emmanuel Bengio · Alexandre Adam · Jarrid Rector-Brooks · Yoshua Bengio · Glen Berseth · Nikolay Malkin |
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Workshop
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Amortized Bayesian Workflow (Extended Abstract) Marvin Schmitt · Chengkun Li · Aki Vehtari · Luigi Acerbi · Paul-Christian Bürkner · Stefan Radev |
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Poster
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Fri 11:00 |
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators Zekun Shi · Zheyuan Hu · Min Lin · Kenji Kawaguchi |