| FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling C Chen, Z Chen, Y Zhou, B Kailkhura IEEE International Conference on Big Data, 2020 | 68 | 2020 |
| A precise hard-cut EM algorithm for mixtures of Gaussian processes Z Chen, J Ma, Y Zhou Intelligent Computing Methodologies: 10th International Conference, ICIC …, 2014 | 42 | 2014 |
| Proximal Gradient Descent-Ascent: Variable Convergence under KŁ Geometry Z Chen, Y Zhou, T Xu, Y Liang International Conference on Learning Representations, 2021 | 37 | 2021 |
| Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization Z Chen, Y Zhou, Y Liang, Z Lu International Conference on Machine Learning, 2023 | 35 | 2023 |
| Sample and communication-efficient decentralized actor-critic algorithms with finite-time analysis Z Chen, Y Zhou, RR Chen, S Zou International Conference on Machine Learning, 3794-3834, 2022 | 33 | 2022 |
| Sample efficient stochastic policy extragradient algorithm for zero-sum markov game Z Chen, S Ma, Y Zhou International Conference on Learning Representation, 2022 | 19 | 2022 |
| Greedy-GQ with variance reduction: Finite-time analysis and improved complexity S Ma, Z Chen, Y Zhou International Conference on Learning Representations, 2021 | 19 | 2021 |
| Explaining risky choices with judgments: Framing, the zero effect, and the contextual relativity of gist. VF Reyna, CJ Brainerd, Z Chen, SH Bookbinder Journal of Experimental Psychology: Learning, Memory, and Cognition 47 (7), 1037, 2021 | 18 | 2021 |
| An MCMC based EM algorithm for mixtures of Gaussian processes D Wu, Z Chen, J Ma Advances in Neural Networks–ISNN 2015: 12th International Symposium on …, 2015 | 13 | 2015 |
| An effective model selection criterion for mixtures of Gaussian processes L Zhao, Z Chen, J Ma Advances in Neural Networks–ISNN 2015: 12th International Symposium on …, 2015 | 12 | 2015 |
| Finding correlated equilibrium of constrained Markov game: A primal-dual approach Z Chen, S Ma, Y Zhou Advances in Neural Information Processing Systems 35, 25560-25572, 2022 | 11 | 2022 |
| Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexities Z Chen, Y Zhou, RR Chen Transactions on Machine Learning Research, 2022 | 11* | 2022 |
| A Cubic Regularization Approach for Finding Local Minimax Points in Nonconvex Minimax Optimization Z Chen, Z Hu, Q Li, Z Wang, Y Zhou Transactions on Machine Learning Research, 2023 | 10* | 2023 |
| Accelerated proximal alternating gradient-descent-ascent for nonconvex minimax machine learning Z Chen, S Ma, Y Zhou 2022 IEEE International Symposium on Information Theory (ISIT), 672-677, 2022 | 10 | 2022 |
| The hard-cut EM algorithm for mixture of sparse Gaussian processes Z Chen, J Ma Advanced Intelligent Computing Theories and Applications: 11th International …, 2015 | 9 | 2015 |
| A fast and convergent proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization Z Chen, B Kailkhura, Y Zhou arXiv preprint arXiv:2203.16615, 2022 | 8 | 2022 |
| An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization Z Chen, B Kailkhura, Y Zhou Machine Learning 112 (5), 1433-1463, 2023 | 7 | 2023 |
| Decentralized robust v-learning for solving markov games with model uncertainty S Ma, Z Chen, S Zou, Y Zhou Journal of Machine Learning Research 24 (371), 1-40, 2023 | 7 | 2023 |
| Momentum with variance reduction for nonconvex composition optimization Z Chen, Y Zhou arXiv preprint arXiv:2005.07755, 2020 | 4 | 2020 |
| Data sampling affects the complexity of online sgd over dependent data S Ma, Z Chen, Y Zhou, K Ji, Y Liang Uncertainty in Artificial Intelligence, 1296-1305, 2022 | 3 | 2022 |