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