Kyoungseok Jang

18 papers A* 8Journal 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Online Linear Regression with Paid Stochastic Features.
AAAI
Nadav Merlis, Kyoungseok Jang, Nicolò Cesa-Bianchi
2025 J jnl
GL-LowPopArt: A Nearly Instance-Wise Minimax-Optimal Estimator for Generalized Low-Rank Trace Regression.
CoRR
Junghyun Lee, Kyoungseok Jang, Kwang-Sung Jun, Milan Vojnovic, Se-Young Yun
2025 J jnl
Online Linear Regression with Paid Stochastic Features.
CoRR
Nadav Merlis, Kyoungseok Jang, Nicolò Cesa-Bianchi
2025 J jnl
Rate-optimal Design for Anytime Best Arm Identification.
CoRR
Junpei Komiyama, Kyoungseok Jang, Junya Honda
2025 J jnl
Stability and Generalization for Bellman Residuals.
CoRR
Enoch H. Kang, Kyoungseok Jang
2024 A* conf
Better-than-KL PAC-Bayes Bounds.
COLT
Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu, Kyoungseok Jang, Francesco Orabona
2024 J jnl
Better-than-KL PAC-Bayes Bounds.
CoRR
Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu, Kyoungseok Jang, Francesco Orabona
2024 A* conf
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits.
ICML
Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun
2024 J jnl
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits.
CoRR
Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun
2024 A* conf
Fixed Confidence Best Arm Identification in the Bayesian Setting.
NeurIPS
Kyoungseok Jang, Junpei Komiyama, Kazutoshi Yamazaki
2024 J jnl
Fixed Confidence Best Arm Identification in the Bayesian Setting.
CoRR
Kyoungseok Jang, Junpei Komiyama, Kazutoshi Yamazaki
2024 A* conf
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries.
NeurIPS
Tianyuan Jin, Kyoungseok Jang, Nicolò Cesa-Bianchi
2024 J jnl
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries.
CoRR
Tianyuan Jin, Kyoungseok Jang, Nicolò Cesa-Bianchi
2023 A* conf
Tighter PAC-Bayes Bounds Through Coin-Betting.
COLT
Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij, Francesco Orabona
2023 J jnl
Tighter PAC-Bayes Bounds Through Coin-Betting.
CoRR
Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij, Francesco Orabona
2022 A* conf
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits.
NeurIPS
Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun
2022 J jnl
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits.
CoRR
Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun
2021 A* conf
Improved Regret Bounds of Bilinear Bandits using Action Space Analysis.
ICML
Kyoungseok Jang, Kwang-Sung Jun, Se-Young Yun, Wanmo Kang