Kyoungseok Jang

According to our database, Kyoungseok Jang authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Sparsity-Agnostic Linear Bandits with Adaptive Adversaries.

Tianyuan Jin, Kyoungseok Jang, Nicolò Cesa-Bianchi

CoRR, 2024

Fixed Confidence Best Arm Identification in the Bayesian Setting.

Kyoungseok Jang, Junpei Komiyama, Kazutoshi Yamazaki

CoRR, 2024

Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits.

Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Better-than-KL PAC-Bayes Bounds.

Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu, Kyoungseok Jang, Francesco Orabona

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Tighter PAC-Bayes Bounds Through Coin-Betting.

Kyoungseok Jang, Kwang-Sung Jun, Ilja Kuzborskij, Francesco Orabona

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits.

Kyoungseok Jang, Chicheng Zhang, Kwang-Sung Jun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Improved Regret Bounds of Bilinear Bandits using Action Space Analysis.

Kyoungseok Jang, Kwang-Sung Jun, Se-Young Yun, Wanmo Kang

Proceedings of the 38th International Conference on Machine Learning, 2021