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Poster
Thu 7:00 Online Learning with Imperfect Hints
Aditya Bhaskara · Ashok Cutkosky · Ravi Kumar · Manish Purohit
Poster
Wed 8:00 Structure Adaptive Algorithms for Stochastic Bandits
Rémy Degenne · Han Shao · Wouter Koolen
Poster
Thu 12:00 Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains
Johannes Fischer · Ömer Sahin Tas
Poster
Tue 7:00 Online Learning for Active Cache Synchronization
Andrey Kolobov · Sebastien Bubeck · Julian Zimmert
Poster
Wed 8:00 Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
Vidyashankar Sivakumar · Steven Wu · Arindam Banerjee
Poster
Wed 12:00 Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders
Alexey Drutsa
Poster
Wed 5:00 Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting
Zixin Zhong · Wang Chi Cheung · Vincent Tan
Poster
Tue 11:00 Bandits with Adversarial Scaling
Thodoris Lykouris · Vahab Mirrokni · Renato Leme
Poster
Wed 8:00 Online mirror descent and dual averaging: keeping pace in the dynamic case
Huang Fang · Nick Harvey · Victor Sanches Portella · Michael Friedlander
Poster
Thu 9:00 From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model
Aadirupa Saha · Aditya Gopalan
Poster
Tue 7:00 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
Nian Si · Fan Zhang · Zhengyuan Zhou · Jose Blanchet
Poster
Thu 14:00 Linear bandits with Stochastic Delayed Feedback
Claire Vernade · Alexandra Carpentier · Tor Lattimore · Giovanni Zappella · Beyza Ermis · Michael Brueckner