Shouyuan Chen

• chenshouyuan@gmail.com
• Applied Researcher @ Microsoft

About

I received my PhD from the Chinese University of Hong Kong in 2014 and my bachelor degree from Tsinghua University in 2010. I am interested in learning algorithms with provable guarantees, including multi-armed bandits, sketching and matrix completion.

Publications

• Fast Relative-Error Approximation Algorithm for Ridge Regression
  Shouyuan Chen, Yang Liu, Michael R. Lyu, Irwin King and Shengyu Zhang.
  UAI 2015 (Oral).
• Combinatorial Pure Exploration of Multi-Armed Bandits
  Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu and Wei Chen.
  NIPS 2014 (Oral).
• Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation
  Lijing Qin, Shouyuan Chen and Xiaoyan Zhu.
  SDM 2014 (Best student paper award runner-up).
• Exact and Stable Recovery of Pairwise Interaction Tensors
  Shouyuan Chen, Michael R. Lyu, Irwin King and Zenglin Xu.
  NIPS 2013 (Spotlight) (Supplementary material).
• Fine-grained channel access in wireless LAN
  Kun Tan, Ji Fang, Yuanyang Zhang, Shouyuan Chen, Lixin Shi, Jiansong Zhan and Yongguang Zhang.
  SIGCOMM 2011.