Cheng Chen

According to our database, Cheng Chen authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Efficient policy evaluation by matrix sketching.

Cheng Chen, Weinan Zhang, Yong Yu

Frontiers Comput. Sci., October, 2022

Online Active Regression.

Cheng Chen, Yi Li, Yiming Sun

Proceedings of the International Conference on Machine Learning, 2022

Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model.

Cheng Chen, Canzhe Zhao, Shuai Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency.

Guansong Lu, Zhiming Zhou, Jian Shen, Cheng Chen, Weinan Zhang, Yong Yu

CoRR, 2020

Efficient Projection-free Algorithms for Saddle Point Problems.

Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Efficient and Robust High-Dimensional Linear Contextual Bandits.

Cheng Chen, Luo Luo, Weinan Zhang, Yong Yu, Yijiang Lian

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Spectrum-Revealing CUR Matrix Decomposition.

Cheng Chen, Ming Gu, Zhihua Zhang, Weinan Zhang, Yong Yu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Robust Frequent Directions with Application in Online Learning.

Luo Luo, Cheng Chen, Zhihua Zhang, Wu-Jun Li, Tong Zhang

J. Mach. Learn. Res., 2019

A Stochastic Proximal Point Algorithm for Saddle-Point Problems.

Luo Luo, Cheng Chen, Yujun Li, Guangzeng Xie, Zhihua Zhang

CoRR, 2019

2017

Fast Fisher discriminant analysis with randomized algorithms.

Haishan Ye, Yujun Li, Cheng Chen, Zhihua Zhang

Pattern Recognit., 2017

Online Learning Via Regularized Frequent Directions.

Luo Luo, Cheng Chen, Zhihua Zhang, Wu-Jun Li

CoRR, 2017

2015

Distributed Multi-Armed Bandits: Regret vs. Communication.

Shuang Liu, Cheng Chen, Zhihua Zhang

CoRR, 2015

A Parallel algorithm for $\mathcal{X}$-Armed bandits.

Cheng Chen, Shuang Liu, Zhihua Zhang, Wu-Jun Li

CoRR, 2015

2014

Multicategory large margin classification methods: Hinge losses vs. coherence functions.

Zhihua Zhang, Cheng Chen, Guang Dai, Wu-Jun Li, Dit-Yan Yeung

Artif. Intell., 2014