| Risk-sensitive reinforcement learning: Near-optimal risk-sample tradeoff in regret Y Fei, Z Yang, Y Chen, Z Wang, Q Xie Advances in Neural Information Processing Systems 33, 22384-22395, 2020 | 53 | 2020 |
| Dynamic regret of policy optimization in non-stationary environments Y Fei, Z Yang, Z Wang, Q Xie Advances in Neural Information Processing Systems 33, 6743-6754, 2020 | 46 | 2020 |
| Exponential bellman equation and improved regret bounds for risk-sensitive reinforcement learning Y Fei, Z Yang, Y Chen, Z Wang Advances in neural information processing systems 34, 20436-20446, 2021 | 44 | 2021 |
| Hidden integrality of SDP relaxations for sub-Gaussian mixture models Y Fei, Y Chen Conference On Learning Theory, 1931-1965, 2018 | 44 | 2018 |
| Exponential Error Rates of SDP for Block Models: Beyond Grothendieck’s Inequality Y Fei, Y Chen IEEE Transactions on Information Theory 65 (1), 551-571, 2018 | 44 | 2018 |
| Risk-sensitive reinforcement learning with function approximation: A debiasing approach Y Fei, Z Yang, Z Wang International Conference on Machine Learning, 3198-3207, 2021 | 32 | 2021 |
| Achieving the Bayes error rate in synchronization and block models by SDP, robustly Y Fei, Y Chen IEEE Transactions on Information Theory 66 (6), 3929-3953, 2020 | 27 | 2020 |
| Spectral Frank-Wolfe algorithm: Strict complementarity and linear convergence L Ding, Y Fei, Q Xu, C Yang International conference on machine learning, 2535-2544, 2020 | 16 | 2020 |
| Achieving the bayes error rate in stochastic block model by sdp, robustly Y Fei, Y Chen Conference on Learning Theory, 1235-1269, 2019 | 16 | 2019 |
| Cascaded gaps: Towards logarithmic regret for risk-sensitive reinforcement learning Y Fei, R Xu International Conference on Machine Learning, 6392-6417, 2022 | 10 | 2022 |
| Cascaded gaps: Towards gap-dependent regret for risk-sensitive reinforcement learning Y Fei, R Xu arXiv preprint arXiv:2203.03110, 2022 | 4 | 2022 |
| Hidden Integrality and Semirandom Robustness of SDP Relaxation for Sub-Gaussian Mixture Model Y Fei, Y Chen Mathematics of Operations Research 47 (3), 2464-2493, 2022 | 2 | 2022 |
| Entropic Risk-Sensitive Reinforcement Learning: A Meta Regret Framework with Function Approximation Y Fei, Z Yang, Z Wang | | 2020 |
| Discovering Discrete Structures using SDP Relaxation: Hidden Integrality, Statistical Optimality and Semirandom Robustness Y Fei | | 2020 |
