Yi-Shan Wu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Information Loss

Random Variables

Top Venues

Publications

Bahareh Tasdighi, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning. CoRR (2024)
Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif, Yevgeny Seldin
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss. CoRR (2024)
Bahareh Tasdighi, Nicklas Werge, Yi-Shan Wu, Melih Kandemir
Probabilistic Actor-Critic: Learning to Explore with PAC-Bayes Uncertainty. CoRR (2024)
Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andrés R. Masegosa
If there is no underfitting, there is no Cold Posterior Effect. CoRR (2023)
Yi-Shan Wu, Yevgeny Seldin
Split-kl and PAC-Bayes-split-kl Inequalities. CoRR (2022)
Yi-Shan Wu, Yevgeny Seldin
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables. NeurIPS (2022)
Yi-Shan Wu, Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote. CoRR (2021)
Yi-Shan Wu, Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote. NeurIPS (2021)