| PDE-Based Optimal Strategy for Unconstrained Online Learning Z Zhang, A Cutkosky, IC Paschalidis International Conference on Machine Learning, 26085-26115, 2022 | 23 | 2022 |
| Provable Hierarchical Imitation Learning via EM Z Zhang, IC Paschalidis International Conference on Artificial Intelligence and Statistics, 883-891, 2021 | 21 | 2021 |
| Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory Z Zhang, A Cutkosky, IC Paschalidis International Conference on Artificial Intelligence and Statistics, 8458-8492, 2022 | 17 | 2022 |
| Discounted Adaptive Online Learning: Towards Better Regularization Z Zhang, D Bombara, H Yang International Conference on Machine Learning, 58631-58661, 2024 | 11* | 2024 |
| Understanding Adam Optimizer via Online Learning of Updates: Adam Is FTRL in Disguise K Ahn, Z Zhang, Y Kook, Y Dai International Conference on Machine Learning, 619--640, 2024 | 11 | 2024 |
| Unconstrained Dynamic Regret via Sparse Coding Z Zhang, A Cutkosky, IC Paschalidis Advances in Neural Information Processing Systems 37, 74636-74670, 2023 | 10 | 2023 |
| Improving Adaptive Online Learning Using Refined Discretization Z Zhang, H Yang, A Cutkosky, IC Paschalidis International Conference on Algorithmic Learning Theory, 1208-1233, 2024 | 8 | 2024 |
| Optimal Comparator Adaptive Online Learning with Switching Cost Z Zhang, A Cutkosky, IC Paschalidis Advances in Neural Information Processing Systems 36, 23936-23950, 2022 | 6 | 2022 |
| Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning A Muppidi, Z Zhang, H Yang Advances in Neural Information Processing Systems 38, 2024 | 2 | 2024 |
| Adapting Conformal Prediction to Distribution Shifts Without Labels K Kasa, Z Zhang, H Yang, GW Taylor arXiv preprint arXiv:2406.01416, 2024 | 2 | 2024 |
| The Benefit of Being Bayesian in Online Conformal Prediction Z Zhang, Z Lu, H Yang arXiv preprint arXiv:2410.02561, 2024 | 1* | 2024 |
| Population Dynamics Control with Partial Observations Z Lu, YJ Sun, Z Zhang arXiv preprint arXiv:2502.14079, 2025 | | 2025 |
| Sparsity-Based Interpolation of External, Internal and Swap Regret Z Lu, YJ Sun, Z Zhang arXiv preprint arXiv:2502.04543, 2025 | | 2025 |
| Temporal Aspects of Adaptive Online Learning: Continuity and Representation Z Zhang College of Engineering, Boston University, 2023 | | 2023 |
Ioannis Ch. PaschalidisDistinguished Professor of Engineering, Director of the Hariri Institute, Boston UniversityVerified email at bu.edu