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Affinity Workshop
Mon 8:05 Adversarial effects of intermediate latency in Active Learning on Data Streams
Pedro Henrique Parreira
Tue 7:00 Online Learning for Active Cache Synchronization
Andrey Kolobov · Sebastien Bubeck · Julian Zimmert
Tue 7:00 Combinatorial Pure Exploration for Dueling Bandit
Wei Chen · Yihan Du · Longbo Huang · Haoyu Zhao
Tue 7:00 Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization
Richard Zhang · Daniel Golovin
Tue 7:00 Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions
Prashanth L.A. · Krishna Jagannathan · Ravi Kolla
Tue 7:00 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
Nian Si · Fan Zhang · Zhengyuan Zhou · Jose Blanchet
Tue 7:00 Confidence-Aware Learning for Deep Neural Networks
Jooyoung Moon · Jihyo Kim · Younghak Shin · Sangheum Hwang
Tue 8:00 Online Pricing with Offline Data: Phase Transition and Inverse Square Law
Jinzhi Bu · David Simchi-Levi · Yunzong Xu
Tue 9:00 Neural Contextual Bandits with UCB-based Exploration
Dongruo Zhou · Lihong Li · Quanquan Gu
Tue 9:00 Task-Oriented Active Perception and Planning in Environments with Partially Known Semantics
Mahsa Ghasemi · Erdem Bulgur · Ufuk Topcu
Tue 9:00 Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
Dylan Foster · Alexander Rakhlin
Tue 10:00 A simpler approach to accelerated optimization: iterative averaging meets optimism
Pooria Joulani · Anant Raj · András György · Csaba Szepesvari