| Global convergence of multi-agent policy gradient in markov potential games S Leonardos, W Overman, I Panageas, G Piliouras The Tenth International Conference on Learning Representations (ICLR 2022), 2021 | 191 | 2021 |
| Independent natural policy gradient always converges in markov potential games R Fox, SM Mcaleer, W Overman, I Panageas International Conference on Artificial Intelligence and Statistics, 4414-4425, 2022 | 77 | 2022 |
| Aligning Model Properties via Conformal Risk Control W Overman, JJ Vallon, M Bayati Advances in Neural Information Processing Systems 37, 110702-110722, 2024 | 6 | 2024 |
| Higher-Order Causal Message Passing for Experimentation with Complex Interference M Bayati, Y Luo, W Overman, S Shirani, R Xiong Advances in Neural Information Processing Systems 37, 81836-81856, 2024 | 5 | 2024 |
| Beating price of anarchy and gradient descent without regret in potential games I Sakos, S Leonardos, SA Stavroulakis, W Overman, I Panageas, ... 12th International Conference on Learning Representations, ICLR 2024, 2024 | 4 | 2024 |
| Occupancy Prediction with Patient Data: Evaluating Time-Series, Patient-Level Aggregation, and Deep Set Models SH Kim, W Overman, J Pauphilet, WC Cha | 3* | 2024 |
| Some Ordered Ramsey Numbers of Graphs on Four Vertices W Overman, JF Alm, K Coffey, C Langhoff Australasian Journal of Combinatorics 88 (3), 266–281, 2019 | 3 | 2019 |
| Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models W Overman, M Bayati arXiv preprint arXiv:2506.00911, 2025 | 2 | 2025 |
| Can We Validate Counterfactual Estimations in the Presence of General Network Interference? S Shirani, Y Luo, W Overman, R Xiong, M Bayati arXiv preprint arXiv:2502.01106, 2025 | 2 | 2025 |
| The Oversight Game: Learning to Cooperatively Balance an AI Agent's Safety and Autonomy W Overman, M Bayati arXiv preprint arXiv:2510.26752, 2025 | | 2025 |
| On aligning prediction models with clinical experiential learning: A prostate cancer case study JJ Vallon, W Overman, W Xu, N Panjwani, X Ling, S Vij, HP Bagshaw, ... arXiv preprint arXiv:2509.04053, 2025 | | 2025 |
| Improved Regret Bound for Safe Reinforcement Learning via Tighter Cost Pessimism and Reward Optimism K Yu, D Lee, W Overman, D Lee Reinforcement Learning Journal 6, 493-546, 2024 | | 2024 |
| The Oversight Game: Learning AI Control and Corrigibility in Markov Games W Overman, M Bayati NeurIPS 2025 Workshop MLxOR: Mathematical Foundations and Operational …, 0 | | |
Ioannis PanageasAssistant Professor, University of California, IrvineVerified email at ics.uci.edu
