Danica J. Sutherland (Preferred)
, D. J. Sutherland
Danica J. Sutherland
Pronouns: she/her
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