Kyoto University · Graduate School of Informatics · 准教授

Research keywordspartial monitoring・Thompson sampling・pairwise comparison・random coding・memoryless channels・statistical learning・information theory・bandit algorithms

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• Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring.2020 · Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020(NeurIPS),
• Uncoupled Regression from Pairwise Comparison Data.2019 · Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019(NeurIPS),
• On the Calibration of Multiclass Classification with Rejection.2019 · Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019(NeurIPS),
• Exact Asymptotics of Random Coding Error Probability for General Memoryless Channels2018 · 2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT),

• 数理最適化手法に基づく符号化・復号化手法の理論解析および実用化に関する研究
• 効率的な材料探索のための実験計画法の開発
• 高性能な準瞬時ＦＶ符号の構成法と性能評価に関する研究
• 確率モデルに基づいた結晶構造の学習および推定法の確立

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