Peibei Shi

Research Scientist

I am a research scientist on the Core Data Science team at Facebook. I am broadly interested in using statistical modeling and machine learning to solve practical problems. Before Facebook, I worked at WalmartLabs on online sales forecasting and competitor prices crawling strategy. I received my PhD in statistics from University of Illinois at Urbana-Champaign, where my thesis work was in signal identification and selection inference for penalized regression methods. Before that, I received my B.S. from Tsinghua University, major in Mathematics and Physics.


Statistical modeling, machine learning, statistical inference, causal inference

Latest Publications

KDD - August 24, 2020

CLARA: Confidence of Labels and Raters

Viet-An Nguyen, Peibei Shi, Jagdish Ramakrishnan, Udi Weinsberg, Henry C. Lin, Steve Metz, Neil Chandra, Jane Jing, Dimitris Kalimeris