Chen, Sheng

19 publications

IJCAI 2021 MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang

AAAI 2021 Online Learning in Variable Feature Spaces Under Incomplete Supervision Yi He, Xu Yuan, Sheng Chen, Xindong Wu

NeurIPS 2020 Towards Playing Full MOBA Games with Deep Reinforcement Learning Deheng Ye, Guibin Chen, Wen Zhang, Sheng Chen, Bo Yuan, Bo Liu, Jia Chen, Zhao Liu, Fuhao Qiu, Hongsheng Yu, Yinyuting Yin, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang, Wei Liu

IJCAI 2019 Online Learning from Capricious Data Streams: A Generative Approach Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu

NeurIPS 2018 An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression Sheng Chen, Arindam Banerjee

AISTATS 2018 Sparse Linear Isotonic Models Sheng Chen, Arindam Banerjee

UAI 2018 Stable Gradient Descent Yingxue Zhou, Sheng Chen, Arindam Banerjee

NeurIPS 2017 Alternating Estimation for Structured High-Dimensional Multi-Response Models Sheng Chen, Arindam Banerjee

ICML 2017 Robust Structured Estimation with Single-Index Models Sheng Chen, Arindam Banerjee

NeurIPS 2016 Structured Matrix Recovery via the Generalized Dantzig Selector Sheng Chen, Arindam Banerjee

AISTATS 2015 One-Bit Compressed Sensing with the K-Support Norm Sheng Chen, Arindam Banerjee

COLT 2015 Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar

CVPR 2015 Person Count Localization in Videos from Noisy Foreground and Detections Sheng Chen, Alan Fern, Sinisa Todorovic

NeurIPS 2015 Structured Estimation with Atomic Norms: General Bounds and Applications Sheng Chen, Arindam Banerjee

NeurIPS 2014 Estimation with Norm Regularization Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar

NeurIPS 2014 Generalized Dantzig Selector: Application to the K-Support Norm Soumyadeep Chatterjee, Sheng Chen, Arindam Banerjee

CVPR 2014 Multi-Object Tracking via Constrained Sequential Labeling Sheng Chen, Alan Fern, Sinisa Todorovic

WACV 2014 Play Type Recognition in Real-World Football Video Sheng Chen, Zhongyuan Feng, Qingkai Lu, Behrooz Mahasseni, Trevor Fiez, Alan Fern, Sinisa Todorovic

CVPR 2010 Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, Wen Gao