Tianpei Xie

Joined
September 2020

Names

Tianpei Xie (Preferred)

Emails

****@umich.edu (Confirmed)
****@amazon.com (Confirmed)
****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher
Buyer Risk Prevention, Amazon.com LLC (amazon.com)
20172024
PhD student
Department of Electrical and Computing Engineering, University of Michigan - Ann Arbor (umich.edu)
20122017
MS student
Department of Mathematics, University of Michigan - Ann Arbor (umich.edu)
20122016
MS student
Department of Electrical and Computing Engineering, University of Michigan - Ann Arbor (umich.edu)
20102012
Undergrad student
Department of Automation, Tsinghua University, Tsinghua University (tsinghua.edu.cn)
20052009

Advisors, Relations & Conflicts

PhD Advisor
20102017

Expertise

Noise-Tolerant Learning
20222024
Generative Machine Learning
20222024
Natural Language Understanding
20202024
Representation Learning
20202024
Deep Learning
20102024
Transfer Learning
20102024
Probabilistic Graphical Model
20102024
Robust Learning
20102017

Publications

View all 12 publications

Co-Authors