Marylou Gabrié

ScholarGPS® ID: 31645709597505

Affiliation

New York University, New York City, United States

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Mathematics

Top Specialties

Neural Network

Metrics Summary

Publication Count

Predicted Citations

162

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Adaptive Monte Carlo augmented with normalizing flows (journal article) Gabrié, Marylou \| Rotskoff, Grant M. \| Vanden-Eijnden, Eric Proceedings of the National Academy of Sciences, volume 119, issue 10 (2022). 10.1073/pnas.2109420119 Cited by (44) \| Cite \| Source
Low-Photon Holographic Phase Retrieval via a Deep Decoder Neural Network (conference) Lawrence, Hannah \| Barmherzig, David A. \| Eickenberg, Michael \| Gabrie, Marylou Applied Industrial Spectroscopy (2021) Washington, DC 10.1364/AIS.2021.JTu5A.19 Cite \| Source
Blind calibration for compressed sensing: state evolution and an online algorithm (journal article) Gabrié, Marylou \| Barbier, Jean \| Krzakala, Florent \| Zdeborová, Lenka Journal of Physics A: Mathematical and Theoretical, volume 53, issue 33, pages 334004- (2020). 10.1088/1751-8121/ab8416 Cited by (1) \| Cite \| Source
Mean-field inference methods for neural networks (journal article) Gabrié, Marylou Journal of Physics A: Mathematical and Theoretical, volume 53, issue 22, pages 223002- (2020). 10.1088/1751-8121/ab7f65 Cited by (17) \| Cite \| Source
Entropy and mutual information in models of deep neural networks* (journal article) Gabrié, Marylou \| Manoel, Andre \| Luneau, Clément \| Barbier, Jean \| Macris, Nicolas \| Krzakala, Florent \| Zdeborová, Lenka Journal of Statistical Mechanics: Theory and Experiment, volume 2019, issue 12, pages 124014- (2019). 10.1088/1742-5468/ab3430 Cited by (32) \| Cite \| Source
Blind Calibration for Sparse Regression: A State Evolution Analysis (conference) Gabrie, Marylou \| Barbier, Jean \| Krzakala, Florent \| Zdeborova, Lenka 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (2019) Le gosier, Guadeloupe 10.1109/CAMSAP45676.2019.9022479 Cite \| Source
Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines (journal article) Tramel, Eric W. \| Gabrié, Marylou \| Manoel, Andre \| Caltagirone, Francesco \| Krzakala, Florent Physical Review X, volume 8, issue 4 (2018). 10.1103/PhysRevX.8.041006 Cited by (21) \| Cite \| Source
Phase transitions in the q -coloring of random hypergraphs (journal article) Gabrié, Marylou \| Dani, Varsha \| Semerjian, Guilhem \| Zdeborová, Lenka Journal of Physics A: Mathematical and Theoretical, volume 50, issue 50, pages 505002- (2017). 10.1088/1751-8121/aa9529 Cited by (9) \| Cite \| Source \| Open Access
Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines (conference) Tramel, Eric W. \| Manoel, Andre \| Caltagirone, Francesco \| Gabrie, Marylou \| Krzakala, Florent 2016 IEEE Information Theory Workshop (ITW) (2016) Cambridge, United Kingdom 10.1109/ITW.2016.7606837 Cited by (14) \| Cite \| Source \| Open Access