Gintare Karolina Dziugaite is a senior research scientist at Google Brain, based in Toronto, an adjunct professor in the McGill University School of Computer Science, and an associate industry member of Mila, the Quebec AI Institute. Her research combines theoretical and empirical approaches to understanding deep learning, with a focus on generalization, data and network compression. Gintare obtained my Ph.D. in machine learning from the University of Cambridge, under the supervision of Zoubin Ghahramani. Before that, she studied Mathematics at the University of Warwick and read Part III in Mathematics at the University of Cambridge, receiving a Masters of Advanced Study (MASt) in Applied Mathematics.