Danica J. Sutherland (Preferred)
D. J. Sutherland
Danica J. Sutherland
Assistant Professor, University of British Columbia
Joined
March 2021
Names
,
Emails
****@gmail.com (Confirmed)
****@cs.cmu.edu (Confirmed)
****@djsutherland.ml (Confirmed)
****@cs.ubc.ca (Confirmed)
****@ttic.edu (Confirmed)
Personal Links
Career & Education History
Assistant Professor
University of British Columbia (cs.ubc.ca)
2021 – Present
Research Assistant Professor
Toyota Technological Institute at Chicago (ttic.edu)
2019 – 2020
Postdoc
Gatsby Computational Neuroscience Unit, University College London (ucl.ac.uk)
2016 – 2019
PhD student
School of Computer Science, Carnegie Mellon University (cs.cmu.edu)
2011 – 2016
Undergrad student
Swarthmore College (swarthmore.edu)
2007 – 2011
Advisors, Relations & Conflicts
Expertise
implicit generative models
, GANs
, evaluating generative models
Present
density estimation
, score matching
, mode finding
Present
learning on distributions
, kernel methods
, two-sample testing
Present
statistical learning theory
, uniform convergence
Present
invariant risk minimization
, domain generalization
Present
Publications
Co-Authors
- A Pranav
- Aaditya Ramdas
- Aaron C. Courville
- Aaron Courville
- Aditya Joshi
- Adrien Corenflos
- Akilesh Tangella
- Alain Rakotomamonjy
- Alan Milligan
- Alex Burka
- Alex Markham
- Alexander J. Smola
- Alexander Tong
- Alexandre Gramfort
- Ali Kemal Sinop
- Allen Welkie
- Ameya Velingker
- Anaelia Ovalle
- Andrew McNamara
- Andrew Stromme
- Antoine Rolet
- Antonin Schrab
- Antony Schutz
- Arjun Subramonian
- Arthur Gretton