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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 06:00 PM -- 06:20 PM (PDT)
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism
In Bandits 3
Brijen Thananjeyan · Kirthevasan Kandasamy · Ion Stoica · Michael Jordan · Ken Goldberg · Joseph E Gonzalez
[ Paper ]
Spotlight
Wed Jul 21 06:20 PM -- 06:25 PM (PDT)
Optimal Streaming Algorithms for Multi-Armed Bandits
In Bandits 3
Tianyuan Jin · Keke Huang · Jing Tang · Xiaokui Xiao
[ Paper ]
Spotlight
Wed Jul 21 06:25 PM -- 06:30 PM (PDT)
Top-k eXtreme Contextual Bandits with Arm Hierarchy
In Bandits 3
Rajat Sen · Alexander Rakhlin · Lexing Ying · Rahul Kidambi · Dean Foster · Daniel Hill · Inderjit Dhillon
[ Paper ]
Spotlight
Wed Jul 21 06:30 PM -- 06:35 PM (PDT)
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis
In Bandits 3
Kyoungseok Jang · Kwang-Sung Jun · Se-Young Yun · Wanmo Kang
[ Paper ]
Spotlight
Wed Jul 21 06:35 PM -- 06:40 PM (PDT)
Interaction-Grounded Learning
In Bandits 3
Tengyang Xie · John Langford · Paul Mineiro · Ida Momennejad
[ Paper ]
Spotlight
Wed Jul 21 06:40 PM -- 06:45 PM (PDT)
Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits
In Bandits 3
Tianyuan Jin · Jing Tang · Pan Xu · Keke Huang · Xiaokui Xiao · Quanquan Gu
[ Paper ]
Spotlight
Wed Jul 21 06:45 PM -- 06:50 PM (PDT)
Pure Exploration and Regret Minimization in Matching Bandits
In Bandits 3
Flore Sentenac · Jialin Yi · Clément Calauzènes · Vianney Perchet · Milan Vojnovic
[ Paper ]
Q&A
Wed Jul 21 06:50 PM -- 06:55 PM (PDT)
Q&A
In Bandits 3