Gintare Karolina Dziugaite

A study of the effect of JPG compression on adversarial images

Gintare Karolina Dziugaite, Zoubin Ghahramani, Daniel M. Roy · arXiv (Cornell University) · 2016 · 255 citations · Full text

Image Classification, Image Analysis, Machine Learning +15

Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Gintare Karolina Dziugaite, Daniel M. Roy · arXiv (Cornell University) · 2017 · 248 citations · Full text

Artificial Intelligence, Training Data, Model Optimization +15

Training generative neural networks via Maximum Mean Discrepancy\n optimization

Gintare Karolina Dziugaite, Daniel M. Roy, Zoubin Ghahramani · arXiv (Cornell University) · 2015 · 222 citations · Full text

Training generative neural networks via Maximum Mean Discrepancy optimization

Gintare Karolina Dziugaite, Daniel M. Roy, Zoubin Ghahramani · Cambridge University Engineering Department Publications Database · 2015 · 186 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Stabilizing the Lottery Ticket Hypothesis

Jonathan Frankle, Gintare Karolina Dziugaite, Daniel M. Roy et al. · arXiv (Cornell University) · 2019 · 146 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26