Anna Golubeva

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Subspace Information Criterion

Structured Sparsity

Generalization Error Bounds

Top Venues

Trans. Mach. Learn. Res.

Publications

Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani Ioannou
Dynamic Sparse Training with Structured Sparsity. ICLR (2024)
Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani A. Ioannou
Dynamic Sparse Training with Structured Sparsity. CoRR (2023)
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
Bounding generalization error with input compression: An empirical study with infinite-width networks. Trans. Mach. Learn. Res. 2023 (2023)
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
Bounding generalization error with input compression: An empirical study with infinite-width networks. CoRR (2022)
Anna Golubeva, Guy Gur-Ari, Behnam Neyshabur
Are wider nets better given the same number of parameters? ICLR (2021)
Anna Golubeva, Behnam Neyshabur, Guy Gur-Ari
Are wider nets better given the same number of parameters? CoRR (2020)
Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor
Batch Normalization is a Cause of Adversarial Vulnerability. CoRR (2019)
Angus Galloway, Anna Golubeva, Graham W. Taylor
Adversarial Examples as an Input-Fault Tolerance Problem. CoRR (2018)