دنبال کردن
Benjamin Aubin
Benjamin Aubin
Jasper, Clipdrop
ایمیل تأیید شده در initml.co - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
1222018
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
672020
Storage capacity in symmetric binary perceptrons‏
B Aubin, W Perkins, L Zdeborová‏
Journal of Physics A: Mathematical and Theoretical 52 (29), 294003, 2019‏
672019
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
622019
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
422020
Linear unit-tests for invariance discovery‏
B Aubin, A Słowik, M Arjovsky, L Bottou, D Lopez-Paz‏
arXiv preprint arXiv:2102.10867, 2021‏
402021
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
182020
Tree-AMP: Compositional inference with tree approximate message passing‏
A Baker, F Krzakala, B Aubin, L Zdeborová‏
Journal of Machine Learning Research 24 (57), 1-89, 2023‏
82023
Flash diffusion: Accelerating any conditional diffusion model for few steps image generation‏
C Chadebec, O Tasar, E Benaroche, B Aubin‏
arXiv preprint arXiv:2406.02347, 2024‏
52024
Mean-field methods and algorithmic perspectives for high-dimensional machine learning‏
B Aubin‏
arXiv preprint arXiv:2103.05945, 2021‏
32021
Precise asymptotics for phase retrieval and compressed sensing with random generative priors‏
B Aubin, B Loureiro, A Baker, F Krzakala, L Zdeborová‏
NeurIPS 2019 Workshop on Solving Inverse Problems with Deep Networks, 2019‏
12019
Controllable Shadow Generation with Single-Step Diffusion Models from Synthetic Data‏
O Tasar, C Chadebec, B Aubin‏
arXiv preprint arXiv:2412.11972, 2024‏
2024
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مقاله‌ها 1–12