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297 Results
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Workshop
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Group invariant machine learning by fundamental domain projections Benjamin Aslan · Daniel Platt · David Sheard |
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Poster
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Tue 14:00 |
On Learning Fairness and Accuracy on Multiple Subgroups Changjian Shui · Gezheng Xu · Qi CHEN · Jiaqi Li · Charles Ling · Tal Arbel · Boyu Wang · Christian Gagné |
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Poster
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Wed 9:00 |
Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses Sanket Shah · Kai Wang · Bryan Wilder · Andrew Perrault · Milind Tambe |
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Poster
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Thu 9:00 |
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning Siqi Xu · Lin Liu · Zhonghua Liu |
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Workshop
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A deep learning and data archaeology approach for mosquito repellent discovery Jennifer Wei · Marnix Vlot · Benjamin Sanchez-Lengeling · Brian Lee · Luuk Berning · Martijn Vos · Rob Henderson · Wesley Qian · D. Michael Ando · Kurt Groetsch · Richard Gerkin · Alexander Wiltschko · Koen Dechering |
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Poster
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Thu 9:00 |
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks Tuan Dinh · Yuchen Zeng · Ruisu Zhang · Ziqian Lin · Michael Gira · Shashank Rajput · Jy-yong Sohn · Dimitris Papailiopoulos · Kangwook Lee |
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Poster
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Thu 9:00 |
Uncoupled Learning Dynamics with Swap Regret in Multiplayer Games Ioannis Anagnostides · Gabriele Farina · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Tuomas Sandholm |
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Workshop
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The Case for Learning Machine Language Guangda Liu · Chieh-Jan Mike Liang · Shijie Cao · Shuai Lu · Leendert van Doorn |
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Poster
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Thu 14:00 |
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes Alessio Mazzetto · Cristina Menghini · Andrew Yuan · Eli Upfal · Stephen Bach |
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Workshop
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Machine Learning enabled Pooled Optical Screening in Human Lung Cancer Cells Srinivasan Sivanandan · Max Salick · Bobby Leitmann · Kara Liu · Navpreet Ranu · Cynthia Hao · Owen Chen · John Bisognano · Eric Lubeck · Ajamete Kaykas · Eilon Sharon · Ci Chu |
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Poster
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Tue 9:00 |
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment Joseph DelPreto · Chao Liu · Yiyue Luo · Michael Foshey · Yunzhu Li · Antonio Torralba · Wojciech Matusik · Daniela Rus |
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Poster
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Tue 14:00 |
GOOD: A Graph Out-of-Distribution Benchmark Shurui Gui · Xiner Li · Limei Wang · Shuiwang Ji |