Benjamin Aubin

2018201920202 20 52

Lenka ZdeborovaEPFL, SwitzerlandVerified email at epfl.ch
Florent KrzakalaÉcole polytechnique fédérale de LausanneVerified email at epfl.ch
Antoine MaillardEcole Normale Supérieure ParisVerified email at ens.fr
Bruno LoureiroÉcole Polytechnique Fédérale de LausanneVerified email at epfl.ch
Nicolas MacrisEcole Polytechnique Federale LausanneVerified email at epfl.ch
Will PerkinsUniversity of Illinois at ChicagoVerified email at willperkins.org
Yue M. LuGordon McKay Professor of Electrical Engineering and of Applied Mathematics, Harvard UniversityVerified email at seas.harvard.edu
Jean BarbierAssistant Professor, International Center for Theoretical PhysicsVerified email at ictp.it

Benjamin Aubin

PhD Student, Institut de Physique Théorique, CEA Saclay

Verified email at ipht.fr - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The committee machine: Computational to statistical gaps in learning a two-layers neural network B Aubin, A Maillard, F Krzakala, N Macris, L Zdeborová Advances in Neural Information Processing Systems, 3223-3234, 2018	39	2018
The spiked matrix model with generative priors B Aubin, B Loureiro, A Maillard, F Krzakala, L Zdeborová Advances in Neural Information Processing Systems, 8366-8377, 2019	19	2019
Exact asymptotics for phase retrieval and compressed sensing with random generative priors B Aubin, B Loureiro, A Baker, F Krzakala, L Zdeborová Mathematical and Scientific Machine Learning, 55-73, 2020	7	2020
Storage capacity in symmetric binary perceptrons B Aubin, W Perkins, L Zdeborova Journal of Physics A: Mathematical and Theoretical 52 (29), 294003, 2019	6	2019
Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning A Abbaras, B Aubin, F Krzakala, L Zdeborová Mathematical and Scientific Machine Learning, 27-54, 2020	2	2020
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization B Aubin, F Krzakala, YM Lu, L Zdeborová arXiv preprint arXiv:2006.06560, 2020	1	2020
TRAMP: Compositional Inference with TRee Approximate Message Passing A Baker, B Aubin, F Krzakala, L Zdeborová arXiv preprint arXiv:2004.01571, 2020	1	2020

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