Seguir
Benjamin Aubin
Benjamin Aubin
Init ML - ClipDrop
Dirección de correo verificada de initml.co - Página principal
Título
Citado por
Citado por
Año
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 31, 2018
662018
The spiked matrix model with generative priors
B Aubin, B Loureiro, A Maillard, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems 32, 2019
372019
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization
B Aubin, F Krzakala, Y Lu, L Zdeborová
Advances in Neural Information Processing Systems 33, 12199-12210, 2020
252020
Storage capacity in symmetric binary perceptrons
B Aubin, W Perkins, L Zdeborová
Journal of Physics A: Mathematical and Theoretical 52 (29), 294003, 2019
242019
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
202020
Linear unit-tests for invariance discovery
B Aubin, A Słowik, M Arjovsky, L Bottou, D Lopez-Paz
arXiv preprint arXiv:2102.10867, 2021
122021
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
122020
Tramp: Compositional inference with tree approximate message passing
A Baker, B Aubin, F Krzakala, L Zdeborová
arXiv preprint arXiv:2004.01571, 2020
52020
Mean-field methods and algorithmic perspectives for high-dimensional machine learning
B Aubin
arXiv preprint arXiv:2103.05945, 2021
22021
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–9