Edgar Dobriban

Associate Professor, The Wharton School, University of Pennsylvania

  • Joined December 2020

Names

Edgar Dobriban (Preferred)

Emails

****@gmail.com (Confirmed)
,
****@wharton.upenn.edu (Confirmed)

Career & Education History

Associate Professor
The Wharton School, University of Pennsylvania (wharton.upenn.edu)
2023Present
 
Assistant Professor
The Wharton School, University of Pennsylvania (wharton.upenn.edu)
20172023
 
PhD student
Stanford University (stanford.edu)
20122017
 
Undergrad student
Princeton University (princeton.edu)
20082012
 

Advisors, Relations & Conflicts

PhD Advisee
Yue Sheng
Present
 
PhD Advisee
Present
 
PhD Advisee
Present
 
PhD Advisee
Present
 
PhD Advisee
Present
 
Postdoc Advisee
Present
 
Postdoc Advisee
Present
 
Postdoc Advisee
Present
 
PhD Advisor
20122017
 

Expertise

high-dimensional asymptotics, random feature models, dimension reduction, PCA
Present
 
scalable data analysis, randomized algorithms, sketching and random projections, distributed learning
Present
 
uncertainty quantification for machine learning
Present
 
statistics in algorithmic fairness
Present
 
data augmentation, invariance, and symmetry
Present