| Robust Markov decision process: Beyond rectangularity V Goyal, J Grand-Clément Mathematics of Operations Research (2022), 48(1):203-226, 2022 | 146* | 2022 |
| Scalable First-Order Methods for Robust MDPs J Grand-Clément, C Kroer Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021 …, 2020 | 34 | 2020 |
| Robustness of Proactive Intensive Care Unit Transfer Policies J Grand-Clément, CW Chan, V Goyal, G Escobar Operations Research (2022) 71(5):1653-1688., 2022 | 32* | 2022 |
| A first-order approach to accelerated value iteration V Goyal, J Grand-Clément Operations Research (2022), 71(2):517-535, 2022 | 31 | 2022 |
| First-Order Methods for Wasserstein Distributionally Robust MDP J Grand-Clément, C Kroer Proceedings of the 38th International Conference on Machine Learning (ICML …, 2021 | 31* | 2021 |
| The operator approach to entropy games M Akian, S Gaubert, J Grand-Clément, J Guillaud Theory of Computing Systems 63, 1089-1130, 2019 | 28 | 2019 |
| The best decisions are not the best advice: Making adherence-aware recommendations J Grand-Clément, J Pauphilet Management Science, 2024 | 22 | 2024 |
| Reducing blackwell and average optimality to discounted mdps via the blackwell discount factor J Grand-Clément, M Petrik Proceedings of the 36th Advances in Neural Information Processing Systems …, 2023 | 18 | 2023 |
| On the convex formulations of robust Markov decision processes J Grand-Clément, M Petrik Mathematics of Operations Research, 2024 | 14 | 2024 |
| Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage J Grand-Clément, C Chan, V Goyal, E Chuang https://arxiv.org/pdf/2110.10994.pdf, 2021 | 14 | 2021 |
| From convex optimization to MDPs: A review of first-order, second-order and quasi-Newton methods for MDPs J Grand-Clément arXiv preprint arXiv:2104.10677, 2021 | 14 | 2021 |
| Regret Matching+:(In) Stability and Fast Convergence in Games G Farina, J Grand-Clément, C Kroer, CW Lee, H Luo Proceedings of the 36th Advances in Neural Information Processing Systems …, 2023 | 10 | 2023 |
| Beyond discounted returns: Robust markov decision processes with average and blackwell optimality J Grand-Clement, M Petrik, N Vieille arXiv preprint arXiv:2312.03618, 2023 | 8 | 2023 |
| Solving optimization problems with Blackwell approachability J Grand-Clément, C Kroer Mathematics of Operations Research (2023), 49(2):697-728, 2023 | 8 | 2023 |
| Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms Y Cai, G Farina, J Grand-Clément, C Kroer, CW Lee, H Luo, W Zheng NeurIPS 2024, 2024 | 7 | 2024 |
| Quantifying Utilitarian Outcomes to Inform Triage Ethics: Simulated Performance of a Ventilator Triage Protocol Under SARS-CoV-2 Pandemic Surge Conditions E Chuang, J Grand-Clément, JT Chen, CW Chan, V Goyal, MN Gong American Journal of Bioethics - Empirical Bioethics, 1-9, 2022 Apr 18., 2021 | 6 | 2021 |
| Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving J Grand-Clément, C Kroer Proceedings of the 34th Advances in Neural Information Processing Systems …, 2021 | 4 | 2021 |
| Optimality of Stationary Policies in Risk-averse Total-reward MDPs with EVaR X Su, M Petrik, J Grand-Clément ICML 2024 Workshop: Foundations of Reinforcement Learning and Control …, 2024 | 3* | 2024 |
| Estimation of Excess Mortality Resulting from Use of a Ventilator Triage Protocol Under Sars-CoV-2 Pandemic Surge Conditions J Grand-Clément, V Goyal, CW Chan, MN Gong, EC Chuang, JT Chen, ... American Journal of Respiratory and Critical Care Medicine ; 203(9):1, 2021., 2021 | 3 | 2021 |
| Robust and Interpretable Sequential Decision-Making for Healthcare J Grand-Clément Columbia University, 2021 | 2 | 2021 |
Vineet GoyalColumbia UniversityAdresse e-mail validée de ieor.columbia.edu
