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Kyoungseok Jang
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Year
Tighter PAC-Bayes bounds through coin-betting
K Jang, KS Jun, I Kuzborskij, F Orabona
The Thirty Sixth Annual Conference on Learning Theory, 2240-2264, 2023
262023
Popart: Efficient sparse regression and experimental design for optimal sparse linear bandits
K Jang, C Zhang, KS Jun
Advances in Neural Information Processing Systems 35, 2102-2114, 2022
122022
Improved regret bounds of bilinear bandits using action space analysis
K Jang, KS Jun, SY Yun, W Kang
International Conference on Machine Learning, 4744-4754, 2021
102021
Better-than-KL PAC-Bayes bounds
I Kuzborskij, KS Jun, Y Wu, K Jang, F Orabona
arXiv preprint arXiv:2402.09201, 2024
22024
Efficient low-rank matrix estimation, experimental design, and arm-set-dependent low-rank bandits
K Jang, C Zhang, KS Jun
arXiv preprint arXiv:2402.11156, 2024
12024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
T Jin, K Jang, N Cesa-Bianchi
arXiv preprint arXiv:2406.01192, 2024
2024
Fixed Confidence Best Arm Identification in the Bayesian Setting
K Jang, J Komiyama, K Yamazaki
arXiv preprint arXiv:2402.10429, 2024
2024
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