Concepedia

Junya Honda

JH

32

Publications

1.3K

Citations

19

H-Index

2005

Active since

Affiliations

The University of Tokyo(Current)

Kyoto University

RIKEN Center for Advanced Intelligence Project

Junya Honda is an author at The University of Tokyo specializing in engineering, computer science, and probability theory.

Top concepts

EngineeringComputer ScienceProbabilityMachine LearningSignal ProcessingStochastic OptimizationGame TheoryDecision TheoryBusinessMechanism Design

Publications per year

2005–2022

32

Publications

32

Polar Coding Without Alphabet Extension for Asymmetric Models

Junya Honda, H. Yamamoto · IEEE Transactions on Information Theory · 2013 · 196 citations

Polar Coding, Engineering, Joint Source-channel Coding +10

An Asymptotically Optimal Bandit Algorithm for Bounded Support Models.

Junya Honda, Akimichi Takemura · 2010 · 144 citations

An asymptotically optimal policy for finite support models in the multiarmed bandit problem

Junya Honda, Akimichi Takemura · Machine Learning · 2011 · 86 citations · Full text

Mathematical Programming, Markov Decision Process, Engineering +13

Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays

Junpei Komiyama, Junya Honda, Hiroshi Nakagawa · arXiv (Cornell University) · 2015 · 72 citations · Full text

Engineering, Game Theory, Stochastic Game +18

Normal bandits of unknown means and variances

Wesley Cowan, Junya Honda, Michael N. Katehakis · Journal of Machine Learning Research · 2017 · 63 citations

Engineering, Stochastic Optimization, Uncertainty Quantification +12

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