Edgar Dobriban (Preferred)
Edgar Dobriban
The Wharton School, University of Pennsylvania
- Joined December 2020
Names
Emails
****@wharton.upenn.edu (Confirmed)
Personal Links
Education & Career History
Associate Professor
The Wharton School, University of Pennsylvania (wharton.upenn.edu)
2023 – Present
Assistant Professor
The Wharton School, University of Pennsylvania (wharton.upenn.edu)
2017 – 2023
PhD student
Stanford University (stanford.edu)
2012 – 2017
Undergrad student
Princeton University (princeton.edu)
2008 – 2012
Advisors, Relations & Conflicts
PhD Advisee
Yue Sheng
Present
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