Zheng Wen

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Zheng Wen
Research Scientist
Big Data Experience Lab
Adobe Research

My Profile @Adobe

Contact Information

Address:
Adobe East Tower E07-415
321 Park Ave
San Jose, CA 95113, USA
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Email: zwen AT adobe DOT com (Work)
             zheng-wen AT zheng-wen DOT com (Personal)

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Short Bio

Zheng Wen is currently a research scientist at Big Data Experience Lab, Adobe Research. His current research focuses on machine learning, operations research, and big data.

Before joining Adobe Research, he was a research scientist in Advertising Science Team, Yahoo Labs. Prior to that, he received a Ph.D. in Electrical Engineering from Stanford University, under the supervision of Prof. Benjamin Van Roy. He also holds a Ph.D. minor in Business/Finance from Stanford Graduate School of Business. Prior to that, he received a M.S. in Electrical Engineering from Washington State University, and a B.E. in Electrical Engineering from Harbin Institute of Technology. He is a member of INFORMS and IEEE.

Current Research Interests

General Fields

  • Machine Learning, Operations Research, and Big Data

Specific Areas

  • Reinforcement Learning (RL), Approximate Dynamic Programming (ADP), and Multi-Armed Bandits (MAB)

  • Computational Advertising and Recommender Systems

  • Learning and Optimization with High-Dimensional Data Sets

  • Learning and Optimization in Energy Systems (e.g. Smart Grid, Smart Field)