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Poster
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Thu 6:00
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Bandits for BMO Functions
Tianyu Wang · Cynthia Rudin
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Poster
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Thu 17:00
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Multinomial Logit Bandit with Low Switching Cost
Kefan Dong · Yingkai Li · Qin Zhang · Yuan Zhou
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Poster
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Wed 10:00
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The Sample Complexity of Best-k Items Selection from Pairwise Comparisons
Wenbo Ren · Jia Liu · Ness Shroff
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Poster
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Thu 8:00
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Parameter-free, Dynamic, and Strongly-Adaptive Online Learning
Ashok Cutkosky
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Poster
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Tue 7:00
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Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
Nian Si · Fan Zhang · Zhengyuan Zhou · Jose Blanchet
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Poster
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Tue 9:00
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Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
Dylan Foster · Alexander Rakhlin
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Poster
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Wed 8:00
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Private Outsourced Bayesian Optimization
Dmitrii Kharkovskii · Zhongxiang Dai · Bryan Kian Hsiang Low
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Poster
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Thu 6:00
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Learning the Valuations of a k-demand Agent
Hanrui Zhang · Vincent Conitzer
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Poster
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Tue 9:00
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Task-Oriented Active Perception and Planning in Environments with Partially Known Semantics
Mahsa Ghasemi · Erdem Bulgur · Ufuk Topcu
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Poster
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Thu 7:00
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Doubly robust off-policy evaluation with shrinkage
Yi Su · Maria Dimakopoulou · Akshay Krishnamurthy · Miroslav Dudik
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Poster
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Thu 17:00
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Projection-free Distributed Online Convex Optimization with O(√T) Communication Complexity
Yuanyu Wan · Wei-Wei Tu · Lijun Zhang
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Workshop
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Sat 7:00
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Real World Experiment Design and Active Learning
Ilija Bogunovic · Willie Neiswanger · Yisong Yue
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