Tianpei Xie

Pronouns: he/him

  • Joined September 2020

Names

Tianpei Xie (Preferred)

Emails

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

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