Stéphane d'Ascoli
Title
Cited by
Cited by
Year
Scaling description of generalization with number of parameters in deep learning
M Geiger, A Jacot, S Spigler, F Gabriel, L Sagun, S d’Ascoli, G Biroli, ...
Journal of Statistical Mechanics: Theory and Experiment 2020 (2), 023401, 2020
1022020
A jamming transition from under-to over-parametrization affects generalization in deep learning
S Spigler, M Geiger, S d’Ascoli, L Sagun, G Biroli, M Wyart
Journal of Physics A: Mathematical and Theoretical 52 (47), 474001, 2019
97*2019
Jamming transition as a paradigm to understand the loss landscape of deep neural networks
M Geiger, S Spigler, S d'Ascoli, L Sagun, M Baity-Jesi, G Biroli, M Wyart
Physical Review E 100 (1), 012115, 2019
872019
Electromagnetic Emission from Supermassive Binary Black Holes Approaching Merger
S d'Ascoli, SC Noble, DB Bowen, M Campanelli, JH Krolik, V Mewes
The Astrophysical Journal 865 (2), 2018
472018
Double trouble in double descent: Bias and variance (s) in the lazy regime
S d'Ascoli, M Refinetti, G Biroli, F Krzakala
International Conference on Machine Learning, 2020
432020
Convit: Improving vision transformers with soft convolutional inductive biases
S d'Ascoli, H Touvron, M Leavitt, A Morcos, G Biroli, L Sagun
International Conference on Machine Learning, 2021
312021
Triple descent and the two kinds of overfitting: Where & why do they appear?
S d'Ascoli, L Sagun, G Biroli
Advances in Neural Information Processing Systems, 2020
212020
Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias
S d'Ascoli, L Sagun, G Biroli, J Bruna
Advances in Neural Information Processing Systems, 9334-9345, 2019
112019
The dynamics of learning with feedback alignment
M Refinetti, S d'Ascoli, R Ohana, S Goldt
International Conference on Machine Learning, 2020
52020
Transformed CNNs: recasting pre-trained convolutional layers with self-attention
S d'Ascoli, L Sagun, G Biroli, A Morcos
arXiv preprint arXiv:2106.05795, 2021
12021
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems
S D’ascoli, A Coucke, F Caltagirone, A Caulier, M Lelarge
International Conference on Statistical Language and Speech Processing, 23-34, 2020
1*2020
Comprendre la révolution de l'intelligence artificielle
S d'Ascoli
First, 2020
12020
Align, then memorise: the dynamics of learning with feedback alignment
M Refinetti, S d’Ascoli, R Ohana, S Goldt
International Conference on Machine Learning, 8925-8935, 2021
2021
Voyage au Coeur de l'Espace-Temps
S d'Ascoli, A Touati
First, 2021
2021
More data or more parameters? Investigating the effect of data structure on generalization
S d'Ascoli, M Gabrié, L Sagun, G Biroli
arXiv preprint arXiv:2103.05524, 2021
2021
L'intelligence artificielle en 5 minutes par jour
S d'Ascoli
2020
Light from Inspiraling Binary Black Holes with Magnetized Mini-disks
S Noble, S d'Ascoli, M Campanelli, D Bowen, J Krolik, V Mewes
APS April Meeting Abstracts 2018, D16. 007, 2018
2018
Magnetized Mini-Disk Simulations about Binary Black Holes
S Noble, DB Bowen, S d'Ascoli, V Mewes, M Campanelli, J Krolik
American Astronomical Society Meeting Abstracts# 231 231, 124.07, 2018
2018
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Articles 1–18