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Workshop
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Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength Jiageng Zhu · Hanchen Xie · Wael Abd-Almageed |
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Poster
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Thu 9:00 |
Hierarchical classification at multiple operating points Jack Valmadre |
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Workshop
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Automatic Evaluation of Excavator Operators using Learned Reward Functions Pranav Agarwal · Marek Teichmann · Sheldon Andrews · Samira Ebrahimi Kahou |
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Workshop
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Automatic Evaluation of Excavator Operators using Learned Reward Functions Pranav Agarwal · Marek Teichmann · Sheldon Andrews · Samira Ebrahimi Kahou |
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Workshop
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Robustifying machine-learned algorithms for efficient grid operation Nicolas Christianson · Christopher Yeh · Tongxin Li · Mahdi Torabi Rad · Azarang Golmohammadi · Adam Wierman |
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Poster
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Thu 9:00 |
Learning Operators with Coupled Attention Georgios Kissas · Jacob Seidman · Leonardo Ferreira Guilhoto · Victor M. Preciado · George J. Pappas · Paris Perdikaris |
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Workshop
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Offline Reinforcement Learning with Closed-Form Policy Improvement Operators Jiachen Li · Edwin Zhang · Ming Yin · Qinxun Bai · Yu-Xiang Wang · William Yang Wang |
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Poster
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Thu 14:00 |
Generic bounds on the approximation error for physics-informed (and) operator learning Tim De Ryck · Siddhartha Mishra |
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Poster
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Tue 14:00 |
Learning with convolution and pooling operations in kernel methods Theodor Misiakiewicz · Song Mei |
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Workshop
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Minimax Optimal Kernel Operator Learning via Multilevel Training Jikai Jin · Yiping Lu · Jose Blanchet · Lexing Ying |
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Workshop
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One-shot learning for solution operators of partial differential equations Lu Lu · Anran Jiao · Jay Pathak · Rishikesh Ranade · Haiyang He |
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Poster
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Wed 9:00 |
Transform Once: Efficient Operator Learning in Frequency Domain Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon |