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Yi-Shan Wu
Yi-Shan Wu
South Denmark University
Verified email at imada.sdu.dk - Homepage
Title
Cited by
Cited by
Year
Split-kl and PAC-Bayes-split-kl inequalities for ternary random variables
YS Wu, Y Seldin
Advances in Neural Information Processing Systems 35, 11369-11381, 2022
15*2022
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
YS Wu, AR Masegosa, SS Lorenzen, C Igel, Y Seldin
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
112021
Lifelong optimization with low regret
YS Wu, PA Wang, CJ Lu
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
52019
If there is no underfitting, there is no Cold Posterior Effect
Y Zhang, YS Wu, LA Ortega, AR Masegosa
arXiv preprint arXiv:2310.01189, 2023
12023
Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning
B Tasdighi, N Werge, YS Wu, M Kandemir
arXiv preprint arXiv:2406.03890, 2024
2024
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
YS Wu, Y Zhang, BE Chérief-Abdellatif, Y Seldin
arXiv preprint arXiv:2405.14681, 2024
2024
Probabilistic Actor-Critic: Learning to Explore with PAC-Bayes Uncertainty
B Tasdighi, N Werge, YS Wu, M Kandemir
arXiv preprint arXiv:2402.03055, 2024
2024
Second-Order Concentration Inequali-ties with Application to the Weighted Majority Vote
YS Wu
DEPARTMENT OF COMPUTER SCIENCE Ph. D. Thesis Yi-Shan Wu Second-Order …, 2023
2023
Lifelong Learning with Branching Experts
YS Wu, YT Hong, CJ Lu
Asian Conference on Machine Learning, 1161-1175, 2021
2021
The Cold Posterior Effect Indicates Underfitting, and Cold Posteriors Represent a Fully Bayesian Method to Mitigate It
Y Zhang, YS Wu, LA Ortega, AR Masegosa
Transactions on Machine Learning Research, 0
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