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Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #1
Improved Regret Bounds for Bandit Combinatorial Optimization
In Algorithms -- Bandit Algorithms
Shinji Ito · Daisuke Hatano · Hanna Sumita · Kei Takemura · Takuro Fukunaga · Naonori Kakimura · Ken-Ichi Kawarabayashi
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #2
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
In Algorithms -- Bandit Algorithms
Zhengyuan Zhou · Renyuan Xu · Jose Blanchet
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #3
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing
In Algorithms -- Bandit Algorithms
Jonas Mueller · Vasilis Syrgkanis · Matt Taddy
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #4
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking
In Algorithms -- Bandit Algorithms
Sumeet Katariya · Ardhendu Tripathy · Robert Nowak
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #5
Model Selection for Contextual Bandits
In Algorithms -- Bandit Algorithms
Dylan Foster · Akshay Krishnamurthy · Haipeng Luo
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #6
No-Regret Learning in Unknown Games with Correlated Payoffs
In Algorithms -- Bandit Algorithms
Pier Giuseppe Sessa · Ilija Bogunovic · Maryam Kamgarpour · Andreas Krause
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #7
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric
In Algorithms -- Bandit Algorithms
Nirandika Wanigasekara · Christina Yu
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #8
Pure Exploration with Multiple Correct Answers
In Algorithms -- Bandit Algorithms
Rémy Degenne · Wouter Koolen
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #9
Recovering Bandits
In Algorithms -- Bandit Algorithms
Ciara Pike-Burke · Steffen Grünewälder
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #10
Sequential Experimental Design for Transductive Linear Bandits
In Algorithms -- Bandit Algorithms
Lalit Jain · Kevin Jamieson · Tanner Fiez · Lillian Ratliff
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #11
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits
In Algorithms -- Bandit Algorithms
Etienne Boursier · Vianney Perchet
[ Paper]  [ Poster]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #12
Are sample means in multi-armed bandits positively or negatively biased?
In Algorithms -- Bandit Algorithms
Jaehyeok Shin · Aaditya Ramdas · Alessandro Rinaldo
[ Paper]  [ Poster]