Gintare Karolina Dziugaite
Gintare Karolina Dziugaite
McGill University
- Joined March 2017
Names
Emails
****@cam.ac.uk (Confirmed)
, ****@gmail.com (Confirmed)
, ****@elementai.com (Confirmed)
, ****@google.com (Confirmed)
Personal Links
Education & Career History
Adjunct Professor
McGill University (mcgill.ca)
2021 – Present
Senior Researcher
Google (google.com)
2021 – Present
Member
Montreal Institute for Learning Algorithms, University of Montreal, University of Montreal (mila.umontreal.ca)
2020 – Present
Researcher
ServiceNow (servicenow.com)
2020 – 2021
Research Scientist
Element AI (elementai.com)
2018 – 2020
PhD student
University of Cambridge (cam.ac.uk)
2012 – 2019
MS student
University of Cambridge (cam.ac.uk)
2011 – 2012
Advisors, Relations & Conflicts
Coauthor
Daniel M. Roy
2011 – Present
Expertise
Data compression
2020 – Present
Interpretable ML
2019 – Present
Neural network pruning, compression
2018 – Present
Generalization Theory
2016 – Present
PAC-Bayes
2016 – Present
Deep learning
2014 – Present
Statistical Learning Theory
2014 – Present
Generative models, generative adversarial nets
2014 – 2018
Adversarial Examples
2014 – 2018