Concepedia

Benjamin Aubin

BA

Statistics

Publications

5

Citations

99

H-Index

5

Active since

2018

Affiliations

Centre National de la Recherche Scientifique(Current)

École Normale Supérieure - PSL

Institut de Physique Théorique

Université Paris-Saclay

CEA Paris-Saclay

Benjamin Aubin is an author at Centre National de la Recherche Scientifique specializing in machine learning, computer science, and computing.

Publications per year

2018–2021

5

Publications

5

The committee machine: Computational to statistical gaps in learning a two-layers neural network

Benjamin Aubin, Antoine Maillard, Jean Barbier et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2018 · 30 citations · Full text

Computing, Computer Science, Algorithms +14

Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization

Benjamin Aubin, Florent Krząkała, Yue M. Lu et al. · arXiv (Cornell University) · 2020 · 27 citations · Full text

Computing, Computer Science, Mathematics +17

The Spiked Matrix Model With Generative Priors

Benjamin Aubin, Bruno Loureiro, Antoine Maillard et al. · IEEE Transactions on Information Theory · 2020 · 17 citations · Full text

Computing, Data Science, Computational Neuroscience +13

Linear unit-tests for invariance discovery

Benjamin Aubin, Agnieszka Słowik, Martín Arjovsky et al. · arXiv (Cornell University) · 2021 · 13 citations · Full text

Education, Computer Science, Causal Inference +12

Exact asymptotics for phase retrieval and compressed sensing with random generative priors

Benjamin Aubin, Bruno Loureiro, Antoine Baker et al. · arXiv (Cornell University) · 2019 · 12 citations · Full text

Computing, Computer Science, Information Theory +16

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