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Paul Viallard

Paul Viallard

Institut national de recherche en informatique et en automatique - / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 5279885
National Institute for Research in Computer Science and Automation
person_outline Paul Viallard's MOST POPULAR ARTICLES
1-) A PAC-Bayes Analysis of Adversarial Robustness Advances in Neural Information Processing Systems 34, 2021
2-) A general framework for the practical disintegration of PAC-Bayesian bounds Machine Learning 113 (2), 519-604, 2024
3-) Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound Advances in Neural Information Processing Systems 34, 455-467, 2021
4-) Learning via Wasserstein-based high probability generalisation bounds Advances in Neural Information Processing Systems 36, 56108-56137, 2023
5-) Self-bounding majority vote learning algorithms by the direct minimization of a tight pac-bayesian c-bound Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021