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Jie  Zhou

Jie Zhou

PhD Candidate, Management Science

Biography

Jie Zhou is currently a fourth-year PhD candidate in the Department of Management Science, Miami Herbert Business School. She majors in Business with concentration in Statistics. She is now working under the supervision of Prof. Will Wei Sun and Prof. Jingfei Zhang. Before joining University of Miami, she received her Bachelor degree in Statistics from University of Science and Technology of China in 2016.

Her primary research interests lie in the general area of statistical machine learning and reinforcement learning, particularly in tensor data analysis, non-convex optimization, online learning & multi-armed bandits, recommender system & online advertising and neuroimaging analysis.

Research Interests

Tensor Data Analysis, Multi-armed Bandits, Statistical Machine Learning, Recommender Systems & Online Advertising

Featured Publications

  • Jie Zhou, Will Wei Sun, Jingfei Zhang and Lexi Li (2020); Partially Observed Dynamic Tensor
    Response Regression; (submitted)

    Botao Hao, Jie Zhou, Will Wei Sun and Zheng Wen; Efficient Online Learning in Tensor Bandits; (working paper)

Teaching and Professional Experience

  • Instructor, MAS201-F-Introduction to Business Statistics, Miami Herbert Business School, Fall 2019

Degrees

  • Ph.D., Business with concentration in Statistics, University of Miami, 2016-2021
  • B.S., Statistics, University of Science and Technology of China, 2012-2016
Jie  Zhou

Contact

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