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36 Results
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Workshop
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Sat 7:35 |
Machine-learning, distribution shifts and extrapolation in the Earth System Markus Reichstein |
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Workshop
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Data-driven discovery of non-Newtonian astronomy via learning non-Euclidean Hamiltonian Oswin So · Gongjie Li · Evangelos Theodorou · Molei Tao |
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Poster
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Wed 9:00 |
Sample Complexity of Learning Heuristic Functions for Greedy-Best-First and A* Search Shinsaku Sakaue · Taihei Oki |
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Workshop
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Certified data-driven physics-informed greedy auto-encoder simulator Xiaolong He · Youngsoo Choi · William Fries · Jon Belof · Jiun-Shyan Chen |
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Workshop
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Data-driven Acceleration of Quantum Optimization and Machine Learning via Koopman Operator Learning Di Luo · Jiayu Shen · Rumen Dangovski · Marin Soljacic |
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Poster
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Thu 9:00 |
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik |
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Workshop
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Towards Data-Driven Offline Simulations for Online Reinforcement Learning Shengpu Tang · Felipe Vieira Frujeri · Dipendra Misra · Alex Lamb · John Langford · Paul Mineiro · Sebastian Kochman |
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Workshop
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Uncertainty-aware predictive modeling for fair data-driven decisions Patrick Kaiser · Christoph Kern · David Rügamer |
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Poster
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Wed 14:00 |
Provably tuning the ElasticNet across instances Maria-Florina Balcan · Misha Khodak · Dravyansh Sharma · Ameet Talwalkar |
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Poster
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Thu 14:00 |
Off-Policy Evaluation with Policy-Dependent Optimization Response Wenshuo Guo · Michael Jordan · Angela Zhou |
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Poster
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Thu 9:00 |
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion Chengyuan Deng · Shihang Feng · Hanchen Wang · Xitong Zhang · Peng Jin · Yinan Feng · Qili Zeng · Yinpeng Chen · Youzuo Lin |
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Poster
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Tue 14:00 |
Data-Driven Offline Decision-Making via Invariant Representation Learning Han Qi · Yi Su · Aviral Kumar · Sergey Levine |