Gintare Karolina Dziugaite
Scholar

Gintare Karolina Dziugaite

Google Scholar ID: 5K1QB_8AAAAJ
Google DeepMind
Deep LearningStatistical Learning theoryGeneralization TheoryNeural Network SparsityData Sparsity
Citations & Impact
All-time
Citations
6,232
 
H-index
27
 
i10-index
38
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Research Experience
  • Senior Research Scientist, Google Brain
  • Led Trustworthy AI program at Element AI / ServiceNow
  • Member, Institute for Advanced Study (Princeton), 2020 – Special Year on Optimization, Statistics, and Theoretical Machine Learning
  • Long-term participant, Simons Institute (UC Berkeley), Winter 2017 – Foundations of Machine Learning program
  • Simons Fellow, Summer 2019 – Foundations of Deep Learning program
  • Returning to Simons Institute in 2022 for Learning and Games program
Background
  • Senior Research Scientist at Google Brain, based in Toronto
  • Adjunct Professor at McGill University School of Computer Science
  • Associate Industry Member of Mila – Quebec AI Institute
  • Research combines theoretical and empirical approaches to deep learning, focusing on generalization and network compression
  • Previously led the Trustworthy AI program at Element AI / ServiceNow