Wu, Yi-Shan

1. Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
   2021/06/25 by Yi-Shan Wu, Wu, Yi-Shan, Andrés R. Masegosa +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
2. Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
   2022/06/01 by Yi-Shan Wu, Yevgeny Seldin, Wu, Yi-Shan +1 · 1 citation
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Topic Modeling
3. If there is no underfitting, there is no Cold Posterior Effect
   2023/10/02 by Zhang, Yijie, Wu, Yi-Shan, Ortega, Luis A. +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Deep Exploration with PAC-Bayes
   2024/02/05 by Bahareh Tasdighi, Tasdighi, Bahareh, Nicklas Werge +6 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies
5. Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
   2024/05/23 by Wu, Yi-Shan, Zhang, Yijie, Chérief-Abdellatif, Badr-Eddine +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)