Anna Golubeva
Anna Golubeva
research fellow at IAIFI
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Cited by
Cited by
Machine learning vortices at the Kosterlitz-Thouless transition
MJS Beach, A Golubeva, RG Melko
Physical Review B 97 (4), 045207, 2018
Batch normalization is a cause of adversarial vulnerability
A Galloway, A Golubeva, T Tanay, M Moussa, GW Taylor
arXiv preprint arXiv:1905.02161, 2019
Learnability scaling of quantum states: restricted Boltzmann machines
D Sehayek, A Golubeva, MS Albergo, B Kulchytskyy, G Torlai, RG Melko
Physical Review B 100 (19), 195125, 2019
QuCumber: wavefunction reconstruction with neural networks
MJS Beach, I De Vlugt, A Golubeva, P Huembeli, B Kulchytskyy, X Luo, ...
SciPost Physics 7 (1), 009, 2019
Breaking of SU (4) symmetry and interplay between strongly correlated phases in the Hubbard model
A Golubeva, A Sotnikov, A Cichy, J Kuneš, W Hofstetter
Physical Review B 95 (12), 125108, 2017
Effects of anisotropy in simple lattice geometries on many-body properties of ultracold fermions in optical lattices
A Golubeva, A Sotnikov, W Hofstetter
Physical Review A 92 (4), 043623, 2015
Are wider nets better given the same number of parameters?
A Golubeva, B Neyshabur, G Gur-Ari
arXiv preprint arXiv:2010.14495, 2020
Pruning a restricted Boltzmann machine for quantum state reconstruction
A Golubeva, RG Melko
arXiv preprint arXiv:2110.03676, 2021
Neural networks and quantum many-body physics: exploring reciprocal benefits.
A Golubeva
University of Waterloo, 2021
Adversarial Examples as an Input-Fault Tolerance Problem
A Galloway, A Golubeva, GW Taylor
arXiv preprint arXiv:1811.12601, 2018
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