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Anna Golubeva

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Dynamic Sparse Training with Structured Sparsity

May 03, 2023
Mike Lasby, Anna Golubeva, Utku Evci, Mihai Nica, Yani Ioannou

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Bounding generalization error with input compression: An empirical study with infinite-width networks

Jul 19, 2022
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani Ioannou, Graham W. Taylor

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Are wider nets better given the same number of parameters?

Oct 27, 2020
Anna Golubeva, Behnam Neyshabur, Guy Gur-Ari

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Batch Normalization is a Cause of Adversarial Vulnerability

May 29, 2019
Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor

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Adversarial Examples as an Input-Fault Tolerance Problem

Nov 30, 2018
Angus Galloway, Anna Golubeva, Graham W. Taylor

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