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Poster
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Thu 6:00
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Multi-Agent Routing Value Iteration Network
Quinlan Sykora · Mengye Ren · Raquel Urtasun
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Affinity Workshop
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Mon 11:00
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KutralNet: A Portable Deep Learning Model for Fire Recognition
Angel Ayala
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Workshop
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(#12 / Sess. 1) Deep Graph Contrastive Representation Learning
Yanqiao Zhu
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Poster
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Tue 11:00
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Rethinking Bias-Variance Trade-off for Generalization of Neural Networks
Zitong Yang · Yaodong Yu · Chong You · Jacob Steinhardt · Yi Ma
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Poster
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Tue 10:00
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A Sample Complexity Separation between Non-Convex and Convex Meta-Learning
Nikunj Umesh Saunshi · Yi Zhang · Mikhail Khodak · Sanjeev Arora
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Poster
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Thu 6:00
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Universal Equivariant Multilayer Perceptrons
Siamak Ravanbakhsh
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Poster
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Wed 12:00
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Training Linear Neural Networks: Non-Local Convergence and Complexity Results
Armin Eftekhari
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Poster
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Wed 5:00
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Reinforcement Learning for Integer Programming: Learning to Cut
Yunhao Tang · Shipra Agrawal · Yuri Faenza
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Poster
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Thu 18:00
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Learning Efficient Multi-agent Communication: An Information Bottleneck Approach
Rundong Wang · Xu He · Runsheng Yu · Wei Qiu · Bo An · Zinovi Rabinovich
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Poster
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Tue 10:00
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Responsive Safety in Reinforcement Learning by PID Lagrangian Methods
Adam Stooke · Joshua Achiam · Pieter Abbeel
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Affinity Workshop
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Mon 11:35
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Breakout Session 4.3: Coping with Sample Inefficiency of Deep-Reinforcement Learning (DRL) for Embodied AI
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Poster
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Wed 5:00
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Second-Order Provable Defenses against Adversarial Attacks
Sahil Singla · Soheil Feizi
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