Wu, Yi-Shan

6 publications

NeurIPS 2024 Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif, Yevgeny Seldin

TMLR 2024 The Cold Posterior Effect Indicates Underfitting, and Cold Posteriors Represent a Fully Bayesian Method to Mitigate It Yijie Zhang, Yi-Shan Wu, Luis A. Ortega, Andres R Masegosa

NeurIPS 2022 Split-Kl and PAC-Bayes-Split-Kl Inequalities for Ternary Random Variables Yi-Shan Wu, Yevgeny Seldin

NeurIPS 2021 Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote Yi-Shan Wu, Andres Masegosa, Stephan Lorenzen, Christian Igel, Yevgeny Seldin

ACML 2021 Lifelong Learning with Branching Experts Yi-Shan Wu, Yi-Te Hong, Chi-Jen Lu

AISTATS 2019 Lifelong Optimization with Low Regret Yi-Shan Wu, Po-An Wang, Chi-Jen Lu