Danica J. Sutherland

University of British Columbia

Names

Danica J. Sutherland (Preferred)
,
D. J. Sutherland

Emails

****@cs.cmu.edu
,
****@djsutherland.ml
,
****@cs.ubc.ca
,
****@ttic.edu

Education & Career History

Assistant Professor
University of British Columbia (cs.ubc.ca)
2021Present
 
Research Assistant Professor
Toyota Technological Institute at Chicago (ttic.edu)
20192020
 
Postdoc
Gatsby Computational Neuroscience Unit, University College London (ucl.ac.uk)
20162019
 
PhD student
School of Computer Science, Carnegie Mellon University (cs.cmu.edu)
20112016
 
Undergrad student
Swarthmore College (swarthmore.edu)
20072011
 

Advisors, Relations & Conflicts

Postdoc Advisor
20162019
 
PhD Advisor
20112016
 

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