Fast Fisher discriminant analysis with randomized algorithms H Ye, Y Li, C Chen, Z Zhang Pattern Recognition 72, 82-92, 2017 | 34 | 2017 |
Robust frequent directions with application in online learning L Luo, C Chen, Z Zhang, WJ Li, T Zhang Journal of Machine Learning Research 20 (45), 1-41, 2019 | 24 | 2019 |
Finding second-order stationary points in nonconvex-strongly-concave minimax optimization L Luo, Y Li, C Chen Advances in Neural Information Processing Systems 35, 36667-36679, 2022 | 21 | 2022 |
A stochastic proximal point algorithm for saddle-point problems L Luo, C Chen, Y Li, G Xie, Z Zhang arXiv preprint arXiv:1909.06946, 2019 | 11 | 2019 |
Efficient Projection-Free Algorithms for Saddle Point Problems C Chen, L Luo, W Zhang, Y Yu Advances in Neural Information Processing Systems, 2020, 2020 | 10 | 2020 |
Efficient and Robust High-Dimensional Linear Contextual Bandits C Chen, L Luo, W Zhang, Y Yu, Y Lian International Joint Conference on Artificial Intelligence, 2020, 2020 | 9 | 2020 |
Efficient spectrum-revealing CUR matrix decomposition C Chen, M Gu, Z Zhang, W Zhang, Y Yu International Conference on Artificial Intelligence and Statistics, 766-775, 2020 | 8 | 2020 |
Symmetric Rank- Methods C Liu, C Chen, L Luo arXiv preprint arXiv:2303.16188, 2023 | 5 | 2023 |
Online active regression C Chen, Y Li, Y Sun International Conference on Machine Learning, 3320-3335, 2022 | 5 | 2022 |
Simultaneously learning stochastic and adversarial bandits under the position-based model C Chen, C Zhao, S Li Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6202-6210, 2022 | 5 | 2022 |
Multicategory large margin classification methods: Hinge losses vs. coherence functions Z Zhang, C Chen, G Dai, WJ Li, DY Yeung Artificial Intelligence 215, 55-78, 2014 | 5 | 2014 |
Efficient policy evaluation by matrix sketching C Chen, W Zhang, Y Yu Frontiers of Computer Science 16, 1-9, 2022 | 2 | 2022 |
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices L Luo, C Chen, G Xie, H Ye Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 8793-8800, 2021 | 1 | 2021 |
Regret vs. Communication: Distributed stochastic multi-armed bandits and beyond S Liu, C Chen, Z Zhang arXiv preprint arXiv:1504.03509, 2015 | 1 | 2015 |
Finding second-order stationary point for nonconvex-strongly-concave minimax problem L Luo, Y Li, C Chen arXiv e-prints, arXiv: 2110.04814, 2021 | | 2021 |