| 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 | 23 | 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 | 20 | 2021 |
| Lifelong optimization with low regret YS Wu, PA Wang, CJ Lu The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 6 | 2019 |
| 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, 2024 | 4* | 2024 |
| Recursive PAC-Bayes: A frequentist approach to sequential prior updates with no information loss YS Wu, Y Zhang, BE Chérief-Abdellatif, Y Seldin Advances in Neural Information Processing Systems 37, 17947-17971, 2024 | 3 | 2024 |
| Deep exploration with PAC-Bayes B Tasdighi, M Haussmann, N Werge, YS Wu, M Kandemir arXiv preprint arXiv:2402.03055, 2024 | 3* | 2024 |
| Improving Actor-Critic Training with Steerable Action-Value Approximation Errors B Tasdighi, N Werge, YS Wu, M Kandemir ECAI 2025, 2770-2777, 2025 | 2* | 2025 |
| BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits N Werge, A Akgül, M Kandemir arXiv preprint arXiv:2307.03587, 2023 | 1 | 2023 |
| Directional Ensemble Aggregation for Actor-Critics N Werge, YS Wu, B Tasdighi, M Kandemir arXiv preprint arXiv:2507.23501, 2025 | | 2025 |
| ObjectRL: An Object-Oriented Reinforcement Learning Codebase G Baykal, A Akgül, M Haussmann, B Tasdighi, N Werge, YS Wu, ... arXiv preprint arXiv:2507.03487, 2025 | | 2025 |
| Deep Actor-Critics with Tight Risk Certificates B Tasdighi, M Haussmann, YS Wu, AR Masegosa, M Kandemir arXiv preprint arXiv:2505.19682, 2025 | | 2025 |
| 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 |
Yevgeny SeldinProfessor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk
