Adversarial Examples as an Input-Fault Tolerance Problem. - Angus Galloway; Anna Golubeva; Graham W. Taylor (CoRR, 2018)

Batch Normalization is a Cause of Adversarial Vulnerability. - Angus Galloway; Anna Golubeva; Thomas Tanay; Medhat Moussa; Graham W. Taylor (CoRR, 2019)

Are wider nets better given the same number of parameters? - Anna Golubeva; Guy Gur-Ari; Behnam Neyshabur (ICLR, 2021)

Bounding generalization error with input compression: An empirical study with infinite-width networks. - Angus Galloway; Anna Golubeva; Mahmoud Salem; Mihai Nica; Yani A. Ioannou; Graham W. Taylor (Trans. Mach. Learn. Res., 2023)

Dynamic Sparse Training with Structured Sparsity. - Mike Lasby; Anna Golubeva; Utku Evci; Mihai Nica; Yani Ioannou (ICLR, 2024)

The Zamba2 Suite: Technical Report. - Paolo Glorioso; Quentin Anthony; Yury Tokpanov; Anna Golubeva; Vasudev Shyam; James Whittington; Jonathan Pilault; Beren Millidge (CoRR, 2024)