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Wei Guo

ML PhD, GaTech

Personal website

Interests

  • Sampling (MCMC)
  • Deep Generative Modeling
  • Machine Learning Theory
  • Bayesian Statistics

Education

  • Bachelor, 2023

    Peking University

Biography

I am now a first-year Machine Learning Ph.D. student at Georgia Institute of Technology, supervised by Professor Yongxin Chen. Previously, I obtained my Bachelor’s degree in Statistics from the School of Mathematical Sciences, Peking University in 2023, where I was mentored by Professor Cheng Zhang. I was born in Ningbo, Zhejiang Province, China in 2001. I am broadly interested in fields ranging from statistics, probability, and machine learning. The focus and goal of my research are two-fold: to reveal the fundamental principles behind the success of data-driven algorithms and to use these insights to develop accessible, efficient, and robust approaches for solving real-world problems that are essential and valuable for our society.

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