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Poster
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Tue 9:00
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Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits
Siwei Wang · Longbo Huang · John C. S. Lui
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Poster
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Tue 21:00
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Guiding Deep Molecular Optimization with Genetic Exploration
Sungsoo Ahn · Junsu Kim · Hankook Lee · Jinwoo Shin
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Poster
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Thu 9:00
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Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks
Yimeng Min · Frederik Wenkel · Guy Wolf
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Poster
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Tue 21:00
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Offline Imitation Learning with a Misspecified Simulator
Shengyi Jiang · Jingcheng Pang · Yang Yu
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Spotlight
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Tue 20:20
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Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality
Nian Si · Jose Blanchet · Soumyadip Ghosh · Mark Squillante
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Poster
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Tue 9:00
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Learning Disentangled Representations and Group Structure of Dynamical Environments
Robin Quessard · Thomas Barrett · William Clements
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Poster
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Tue 21:00
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Quantifying the Empirical Wasserstein Distance to a Set of Measures: Beating the Curse of Dimensionality
Nian Si · Jose Blanchet · Soumyadip Ghosh · Mark Squillante
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Oral
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Tue 6:15
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SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory
Paria Rashidinejad · Jiantao Jiao · Stuart Russell
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Poster
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Wed 21:00
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Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards
Kyungjae Lee · Hongjun Yang · Sungbin Lim · Songhwai Oh
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Poster
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Tue 9:00
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SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory
Paria Rashidinejad · Jiantao Jiao · Stuart Russell
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Spotlight
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Wed 19:30
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Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
Mohsen Bayati · Nima Hamidi · Ramesh Johari · Khashayar Khosravi
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Poster
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Wed 21:00
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Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
Mohsen Bayati · Nima Hamidi · Ramesh Johari · Khashayar Khosravi
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