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Oral
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Thu 19:00 |
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei · Kendrick Shen · Yining Chen · Tengyu Ma |
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Spotlight
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Thu 3:45 |
Iterative Empirical Game Solving via Single Policy Best Response Max Smith · Thomas Anthony · Michael Wellman |
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Spotlight
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Wed 20:20 |
Understanding the role of importance weighting for deep learning Da Xu · Yuting Ye · Chuanwei Ruan |
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Spotlight
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Mon 13:50 |
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration Xavier Puig · Tianmin Shu · Shuang Li · Zilin Wang · Yuan-Hong Liao · Joshua B Tenenbaum · Sanja Fidler · Antonio Torralba |
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Spotlight
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Thu 21:08 |
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu · Yusu Wang · Li Fuxin · Dimitris Samaras · Chao Chen |
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Spotlight
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Mon 12:05 |
Generalization bounds via distillation Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang |
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Oral
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Mon 21:21 |
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu · Mozhi Zhang · Jingling Li · Simon Du · Ken-Ichi Kawarabayashi · Stefanie Jegelka |
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Spotlight
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Mon 3:30 |
Deciphering and Optimizing Multi-Task Learning: a Random Matrix Approach Malik Tiomoko · Hafiz Tiomoko Ali · Romain Couillet |
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Spotlight
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Thu 20:35 |
Sparse Quantized Spectral Clustering Zhenyu Liao · Romain Couillet · Michael W Mahoney |
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Poster
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Wed 1:00 |
Robust Learning of Fixed-Structure Bayesian Networks in Nearly-Linear Time Yu Cheng · Honghao Lin |
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Poster
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Wed 9:00 |
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks Martin Trimmel · Henning Petzka · Cristian Sminchisescu |
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Oral
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Wed 11:00 |
Human-Level Performance in No-Press Diplomacy via Equilibrium Search Jonathan Gray · Adam Lerer · Anton Bakhtin · Noam Brown |