Skip to yearly menu bar Skip to main content


(24 events)   Timezone: America/Los_Angeles  
Show all
Toggle Poster Visibility
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #17
Blocking Bandits
In Algorithms -- Bandit Algorithms
Soumya Basu · Rajat Sen · Sujay Sanghavi · Sanjay Shakkottai
[ Paper]  [ Slides] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #18
Combinatorial Bandits with Relative Feedback
In Algorithms -- Bandit Algorithms
Aadirupa Saha · Aditya Gopalan
[ Paper]  [ Slides] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #19
Decentralized Cooperative Stochastic Bandits
In Algorithms -- Bandit Algorithms
David Martínez-Rubio · Varun Kanade · Patrick Rebeschini
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #20
Doubly-Robust Lasso Bandit
In Algorithms -- Bandit Algorithms
Gi-Soo Kim · Myunghee Cho Paik
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #21
Efficient Pure Exploration in Adaptive Round Model
In Algorithms -- Bandit Algorithms
Tianyuan Jin · Jieming SHI · Xiaokui Xiao · Enhong Chen
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #22
Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits
In Algorithms -- Bandit Algorithms
Sivan Sabato
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #23
Nonstochastic Multiarmed Bandits with Unrestricted Delays
In Algorithms -- Bandit Algorithms
Tobias Sommer Thune · Nicolò Cesa-Bianchi · Yevgeny Seldin
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #24
On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems
In Algorithms -- Bandit Algorithms
Baekjin Kim · Ambuj Tewari
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #25
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints
In Algorithms -- Bandit Algorithms
David Simchi-Levi · Yunzong Xu
[ Paper]  [ Slides] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #26
Polynomial Cost of Adaptation for X-Armed Bandits
In Algorithms -- Bandit Algorithms
Hedi Hadiji
[ Paper]  [ Poster] 
Poster
Tue Dec 10 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #27
Semi-Parametric Dynamic Contextual Pricing
In Algorithms -- Bandit Algorithms
Virag Shah · Ramesh Johari · Jose Blanchet
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #11
Bayesian Optimization under Heavy-tailed Payoffs
In Algorithms -- Bandit Algorithms
Sayak Ray Chowdhury · Aditya Gopalan
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #12
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio
In Algorithms -- Bandit Algorithms
Julian Zimmert · Tor Lattimore
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #13
Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits
In Algorithms -- Bandit Algorithms
Yogev Bar-On · Yishay Mansour
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #14
Learning Multiple Markov Chains via Adaptive Allocation
In Algorithms -- Bandit Algorithms
Mohammad Sadegh Talebi · Odalric-Ambrym Maillard
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #15
Linear Stochastic Bandits Under Safety Constraints
In Algorithms -- Bandit Algorithms
Sanae Amani · Mahnoosh Alizadeh · Christos Thrampoulidis
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #16
Personalizing Many Decisions with High-Dimensional Covariates
In Algorithms -- Bandit Algorithms
Nima Hamidi · Mohsen Bayati · Kapil Gupta
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #17
Non-Asymptotic Pure Exploration by Solving Games
In Algorithms -- Bandit Algorithms
Rémy Degenne · Wouter Koolen · Pierre Ménard
[ Paper]  [ Slides] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #18
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback
In Algorithms -- Bandit Algorithms
Ilai Bistritz · Zhengyuan Zhou · Xi Chen · Nicholas Bambos · Jose Blanchet
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #19
Optimal Best Markovian Arm Identification with Fixed Confidence
In Algorithms -- Bandit Algorithms
Vrettos Moulos
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #20
Oracle-Efficient Algorithms for Online Linear Optimization with Bandit Feedback
In Algorithms -- Bandit Algorithms
Shinji Ito · Daisuke Hatano · Hanna Sumita · Kei Takemura · Takuro Fukunaga · Naonori Kakimura · Ken-Ichi Kawarabayashi
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #21
Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems
In Algorithms -- Bandit Algorithms
Young H Jung · Ambuj Tewari
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #22
Thresholding Bandit with Optimal Aggregate Regret
In Algorithms -- Bandit Algorithms
Chao Tao · Saúl Blanco · Jian Peng · Yuan Zhou
[ Paper]  [ Poster] 
Poster
Tue Dec 10 05:30 PM -- 07:30 PM (PST) @ East Exhibition Hall B + C #23
Weighted Linear Bandits for Non-Stationary Environments
In Algorithms -- Bandit Algorithms
Yoan Russac · Claire Vernade · Olivier Cappé
[ Paper]  [ Slides]