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Cheng Chen
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Year
Fast Fisher discriminant analysis with randomized algorithms
H Ye, Y Li, C Chen, Z Zhang
Pattern Recognition 72, 82-92, 2017
332017
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
232019
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
212022
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
102019
Efficient Projection-Free Algorithms for Saddle Point Problems
C Chen, L Luo, W Zhang, Y Yu
Advances in Neural Information Processing Systems, 2020, 2020
92020
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
82020
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
82020
Online active regression
C Chen, Y Li, Y Sun
International Conference on Machine Learning, 3320-3335, 2022
52022
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
52014
Symmetric Rank- Methods
C Liu, C Chen, L Luo
arXiv preprint arXiv:2303.16188, 2023
42023
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
42022
Efficient policy evaluation by matrix sketching
C Chen, W Zhang, Y Yu
Frontiers of Computer Science 16, 1-9, 2022
22022
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
12021
Regret vs. Communication: Distributed stochastic multi-armed bandits and beyond
S Liu, C Chen, Z Zhang
arXiv preprint arXiv:1504.03509, 2015
12015
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
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