Faculty Directory
Zhaoran Wang

Assistant Professor of Industrial Engineering and Management Sciences and (by courtesy) Computer Science

Contact

2145 Sheridan Road
Tech M239
Evanston, IL 60208-3109


Departments

Industrial Engineering and Management Sciences


Selected Publications

  • Liu, Lewis; Lu, Songtao; Zhao, Tuo; Wang, Zhaoran, Spectrum Truncation Power Iteration for Agnostic Matrix Phase Retrieval, IEEE Transactions on Signal Processing 69:3991-4006.
  • Lyu, Xiang; Sun, Will Wei; Wang, Zhaoran; Liu, Han; Yang, Jian; Cheng, Guang, Tensor Graphical Model, IEEE Transactions on Pattern Analysis and Machine Intelligence 42(8):2024-2037.
  • Wei, Xiaohan; Yang, Zhuoran; Wang, Zhaoran, On the statistical rate of nonlinear recovery in generative models with heavy-tailed data, International Machine Learning Society (IMLS):11606-11643.
  • Lin, Yixuan; Zhang, Kaiqing; Yang, Zhuoran; Wang, Zhaoran; Basar, Tamer; Sandhu, Romeil; Liu, Ji, A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning, Institute of Electrical and Electronics Engineers Inc.:5562-5567.
  • Na, Sen; Yang, Zhuoran; Wang, Zhaoran; Kolar, Mladen, High-dimensional Varying Index Coefficient Models via Stein’s Identity, Journal of Machine Learning Research 20.
  • Yang, Zhuoran; Yang, Lin F.; Fang, Ethan X.; Zhao, Tuo; Wang, Zhaoran; Neykov, Matey, Misspecified nonconvex statistical optimization for sparse phase retrieval, Mathematical Programming 176(1-2):545-571.
  • Huang, Kejun; Yang, Zhuoran; Wang, Zhaoran; Hong, Mingyi, Learning Partially Observable Markov Decision Processes Using Coupled Canonical Polyadic Decomposition, Institute of Electrical and Electronics Engineers Inc.:295-299.
  • Li, Xingguo; Lu, Junwei; Arora, Raman; Haupt, Jarvis; Liu, Han; Wang, Zhaoran; Zhao, Tuo, Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization, IEEE Transactions on Information Theory 65(6):3489-3514.