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Oral
Wed Dec 11th 03:50 -- 04:05 PM @ West Exhibition Hall A
Batched Multi-armed Bandits Problem
Zijun Gao · Yanjun Han · Zhimei Ren · Zhengqing Zhou
Spotlight
Wed Dec 11th 04:05 -- 04:10 PM @ West Exhibition Hall A
Are sample means in multi-armed bandits positively or negatively biased?
Jaehyeok Shin · Aaditya Ramdas · Alessandro Rinaldo
Spotlight
Wed Dec 11th 04:10 -- 04:15 PM @ West Exhibition Hall A
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits
Etienne Boursier · Vianney Perchet
Spotlight
Wed Dec 11th 04:15 -- 04:20 PM @ West Exhibition Hall A
Recovering Bandits
Ciara Pike-Burke · Steffen Grunewalder
Spotlight
Wed Dec 11th 04:20 -- 04:25 PM @ West Exhibition Hall A
Model Selection for Contextual Bandits
Dylan Foster · Akshay Krishnamurthy · Haipeng Luo
Oral
Wed Dec 11th 04:25 -- 04:40 PM @ West Exhibition Hall A
Strategizing against No-regret Learners
Yuan Deng · Jon Schneider · Balasubramanian Sivan
Spotlight
Wed Dec 11th 04:40 -- 04:45 PM @ West Exhibition Hall A
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization
Gautam Goel · Yiheng Lin · Haoyuan Sun · Adam Wierman
Spotlight
Wed Dec 11th 04:45 -- 04:50 PM @ West Exhibition Hall A
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
Zhengyuan Zhou · Renyuan Xu · Jose Blanchet
Spotlight
Wed Dec 11th 04:50 -- 04:55 PM @ West Exhibition Hall A
Optimal Stochastic and Online Learning with Individual Iterates
Yunwen Lei · Peng Yang · Ke Tang · Ding-Xuan Zhou
Spotlight
Wed Dec 11th 04:55 -- 05:00 PM @ West Exhibition Hall A
Online Learning via the Differential Privacy Lens
Jacob Abernethy · Young Hun Jung · Chansoo Lee · Audra McMillan · Ambuj Tewari