Jang, Kyoungseok

7 publications

COLT 2024 Better-than-KL PAC-Bayes Bounds Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu, Kyoungseok Jang, Francesco Orabona

ICML 2024 Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

NeurIPS 2024 Fixed Confidence Best Arm Identification in the Bayesian Setting Kyoungseok Jang, Junpei Komiyama, Kazutoshi Yamazaki

NeurIPS 2024 Sparsity-Agnostic Linear Bandits with Adaptive Adversaries Tianyuan Jin, Kyoungseok Jang, Nicolò Cesa-Bianchi

COLT 2023 Tighter PAC-Bayes Bounds Through Coin-Betting Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij, Francesco Orabona

NeurIPS 2022 PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

ICML 2021 Improved Regret Bounds of Bilinear Bandits Using Action Space Analysis Kyoungseok Jang, Kwang-Sung Jun, Se-Young Yun, Wanmo Kang