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32 Results
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Poster
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Tue 14:00 |
MABSplit: Faster Forest Training Using Multi-Armed Bandits Mo Tiwari · Ryan Kang · Jaeyong Lee · Chris Piech · Ilan Shomorony · Sebastian Thrun · Martin Zhang |
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Poster
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Thu 9:00 |
Tractable Optimality in Episodic Latent MABs Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor |
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Poster
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Tue 14:00 |
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse |
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Poster
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Thu 9:00 |
Dynamic Learning in Large Matching Markets Anand Kalvit · Assaf Zeevi |
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Poster
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Thu 9:00 |
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity Sepehr Assadi · Chen Wang |
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Affinity Workshop
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Multi-Armed Bandit Problem with Temporally-Partitioned Rewards Giulia Romano · Andrea Agostini · Francesco Trovò · Nicola Gatti · Marcello Restelli |
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Poster
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Thu 14:00 |
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen |
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Poster
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Tue 9:00 |
Better Best of Both Worlds Bounds for Bandits with Switching Costs Idan Amir · Guy Azov · Tomer Koren · Roi Livni |