Marylou Gabriť
Marylou Gabriť
Postdoc, NYU Center for Data Science, Flatiron Institute CCM
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Entropy and mutual information in models of deep neural networks
M Gabriť, A Manoel, C Luneau, N Macris, F Krzakala, L ZdeborovŠ
Advances in Neural Information Processing Systems, 1821-1831, 2018
642018
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy
M Gabriť, EW Tramel, F Krzakala
Advances in Neural Information Processing Systems, 640-648, 2015
362015
Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines
EW Tramel, M Gabriť, A Manoel, F Caltagirone, F Krzakala
Physical Review X 8 (4), 041006, 2018
232018
Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines
EW Tramel, A Manoel, F Caltagirone, M Gabriť, F Krzakala
2016 IEEE Information Theory Workshop (ITW), 265-269, 2016
202016
Phase transitions in the q-coloring of random hypergraphs
M Gabriť, V Dani, G Semerjian, L ZdeborovŠ
Journal of Physics A: Mathematical and Theoretical 50 (50), 505002, 2017
112017
Mean-field inference methods for neural networks
M Gabriť
Journal of Physics A: Mathematical and Theoretical 53 (22), 223002, 2020
22020
Blind calibration for compressed sensing: State evolution and an online algorithm
M Gabriť, J Barbier, F Krzakala, L ZdeborovŠ
Journal of Physics A: Mathematical and Theoretical, 2020
2020
Blind Calibration for Sparse Regression: A State Evolution Analysis
M Gabriť, J Barbier, F Krzakala, L ZdeborovŠ
2019 IEEE 8th International Workshop on Computational Advances in Multi†…, 2019
2019
Towards an understanding of neural networks: mean-field incursions
M Gabriť
Paris Sciences et Lettres, 2019
2019
Towards an understanding of neural networks: mean-field incursions
M Gabriť
PSL Research University, 2019
2019
Proceedings of the third" international Traveling Workshop on Interactions between Sparse models and Technology"(iTWIST'16)
V Abrol, O Absil, PA Absil, S Anthoine, P Antoine, T Arildsen, N Bertin, ...
arXiv preprint arXiv:1609.04167, 2016
2016
The system can't perform the operation now. Try again later.
Articles 1–11