Cheng Chen

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 9

Top Topics

Fisher Discriminant Analysis

Multi Armed Bandits

Matrix Decomposition

Online Learning

Top Venues

Pattern Recognit.

Publications

Cheng Chen, Canzhe Zhao, Shuai Li
Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model. AAAI (2022)
Cheng Chen, Yi Li, Yiming Sun
Online Active Regression. ICML (2022)
Cheng Chen, Ming Gu, Zhihua Zhang, Weinan Zhang, Yong Yu
Efficient Spectrum-Revealing CUR Matrix Decomposition. AISTATS (2020)
Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu, Yijiang Lian
Efficient and Robust High-Dimensional Linear Contextual Bandits. IJCAI (2020)
Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu
Efficient Projection-free Algorithms for Saddle Point Problems. NeurIPS (2020)
Luo Luo, Cheng Chen, Zhihua Zhang, Wu-Jun Li, Tong Zhang
Robust Frequent Directions with Application in Online Learning. J. Mach. Learn. Res. 20 (2019)
Luo Luo, Cheng Chen, Yujun Li, Guangzeng Xie, Zhihua Zhang
A Stochastic Proximal Point Algorithm for Saddle-Point Problems. CoRR (2019)
Luo Luo, Cheng Chen, Zhihua Zhang, Wu-Jun Li
Online Learning Via Regularized Frequent Directions. CoRR (2017)
Haishan Ye, Yujun Li, Cheng Chen, Zhihua Zhang
Fast Fisher discriminant analysis with randomized algorithms. Pattern Recognit. 72 (2017)
Shuang Liu, Cheng Chen, Zhihua Zhang
Distributed Multi-Armed Bandits: Regret vs. Communication. CoRR (2015)
Cheng Chen, Shuang Liu, Zhihua Zhang, Wu-Jun Li
A Parallel algorithm for $\mathcal{X}$-Armed bandits. CoRR (2015)
Zhihua Zhang, Cheng Chen, Guang Dai, Wu-Jun Li, Dit-Yan Yeung
Multicategory large margin classification methods: Hinge losses vs. coherence functions. Artif. Intell. 215 (2014)