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53 Results
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Workshop
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Learning a Domain-Agnostic Policy through Adversarial Representation Matching for Cross-Domain Policy Transfer Hayato Watahiki · Ryo Iwase · Ryosuke Unno · Yoshimasa Tsuruoka |
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Building Large Machine Learning Models from Small Distributed Models: A Layer Matching Approach xinwei zhang · Bingqing Song · Mehrdad Honarkhah · Jie Ding · Mingyi Hong |
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Action Matching: A Variational Method for Learning Stochastic Dynamics from Samples Kirill Neklyudov · Daniel Severo · Alireza Makhzani |
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Workshop
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Statistical Efficiency of Score Matching: The View from Isoperimetry Frederic Koehler · Alexander Heckett · Andrej Risteski |
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Dimension reduction via score ratio matching Michael Brennan · Ricardo Baptista · Youssef Marzouk |
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Workshop
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Scalable Causal Discovery with Score Matching Francesco Montagna · Nicoletta Noceti · Lorenzo Rosasco · Kun Zhang · Francesco Locatello |
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Towards Healing the Blindness of Score Matching Mingtian Zhang · Oscar Key · Peter Hayes · David Barber · Brooks Paige · Francois-Xavier Briol |
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Policy Aware Model Learning via Transition Occupancy Matching Jason Yecheng Ma · Kausik Sivakumar · Osbert Bastani · Dinesh Jayaraman |
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Score Matching via Differentiable Physics Benjamin Holzschuh · Simona Vegetti · Nils Thuerey |
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Workshop
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FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning Yuanhao Xiong · Ruochen Wang · Minhao Cheng · Felix Yu · Cho-Jui Hsieh |
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Affinity Workshop
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Adaptive Temporal Pattern Matching sepideh koohfar |
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Workshop
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MARS: Meta-learning as score matching in the function space Kruno Lehman · Jonas Rothfuss · Andreas Krause |