Edgar Dobriban (Preferred)
Edgar Dobriban
Associate Professor, The Wharton School, University of Pennsylvania
Joined
December 2020
Names
Emails
****@gmail.com (Confirmed)
****@wharton.upenn.edu (Confirmed)
Personal Links
Career & Education History
Associate Professor
The Wharton School, University of Pennsylvania (wharton.upenn.edu)
2023 – 2029
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
2018 – 2021
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
Publications
Co-Authors
- Afonso S. Bandeira
- Alexander Robey
- Alexandru Lopotenco
- Alnur Ali
- Anirban Roy
- Behrad Moniri
- Chih-Yuan Chiu
- David Hong
- David P. Woodruff
- Dominic Richards
- Donghwan Lee
- Dongsheng Ding
- Druv Pai
- Dustin G. Mixon
- Edoardo Debenedetti
- Elena Bernardis
- Eric Tchetgen Tchetgen
- Eric Wong
- Evangelos Chatzipantazis
- Fan Yang
- Florian Tramèr
- Francesco Croce
- Francesco Orabona
- George J. Pappas
- Georgy Noarov