متابعة
Fabian Pedregosa
Fabian Pedregosa
أسماء أخرىFabian Pedregosa-Izquierdo
Google
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Scikit-learn: Machine learning in Python‏
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...‏
the Journal of machine Learning research 12, 2825-2830, 2011‏
1073742011
SciPy 1.0: fundamental algorithms for scientific computing in Python‏
P Virtanen, R Gommers, TE Oliphant, M Haberland, T Reddy, ...‏
Nature methods 17 (3), 261-272, 2020‏
348192020
API design for machine learning software: experiences from the scikit-learn project‏
L Buitinck, G Louppe, M Blondel, F Pedregosa, A Mueller, O Grisel, ...‏
arXiv preprint arXiv:1309.0238, 2013‏
38552013
Machine learning for neuroimaging with scikit-learn‏
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...‏
Frontiers in neuroinformatics 8, 71792, 2014‏
21382014
SymPy: symbolic computing in Python‏
A Meurer, CP Smith, M Paprocki, O Čertík, SB Kirpichev, M Rocklin, ...‏
PeerJ Computer Science 3, e103, 2017‏
18682017
S... Contributors,“SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python,”‏
P Virtanen, R Gommers, TE Oliphant, M Haberland, T Reddy, ...‏
Nature methods 17 (3), 261-272, 2020‏
7032020
Scikit-learn: Machine learning without learning the machinery‏
G Varoquaux, L Buitinck, G Louppe, O Grisel, F Pedregosa, A Mueller‏
GetMobile: Mobile Computing and Communications 19 (1), 29-33, 2015‏
6562015
Hyperparameter optimization with approximate gradient‏
F Pedregosa‏
Proceedings of the 33nd International Conference on Machine Learning, ICML …, 2016‏
5352016
Efficient and modular implicit differentiation‏
M Blondel, Q Berthet, M Cuturi, R Frostig, S Hoyer, F Llinares-López, ...‏
Advances in Neural Information Processing Systems 35, 2022‏
2792022
Multi-subject dictionary learning to segment an atlas of brain spontaneous activity‏
G Varoquaux, A Gramfort, F Pedregosa, V Michel, B Thirion‏
Information Processing in Medical Imaging: 22nd International Conference …, 2011‏
2502011
Scikit-learn: Machine learning in python journal of machine learning research‏
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...‏
Journal of machine learning research 12, 2825-2830, 2011‏
2262011
SciPy 1.0: fundamental algorithms for scientific computing in Python‏
SP Contributors, P Virtanen, R Gommers, TE Oliphant, M Haberland, ...‏
Nature methods 17 (353), 261-272, 2020‏
1412020
ASAGA: Asynchronous parallel SAGA‏
R Leblond, F Pedregosa, S Lacoste-Julien‏
Proceedings of the 20th International Conference on Artificial Intelligence …, 2017‏
1372017
The difficulty of training sparse neural networks‏
U Evci, F Pedregosa, A Gomez, E Elsen‏
arXiv preprint arXiv:1906.10732, 2019‏
1102019
Linearly Convergent Frank-Wolfe with Backtracking Line-Search‏
F Pedregosa, A Askari, G Negiar, M Jaggi‏
Proceedings of the 23rd International Conference on Artificial Intelligence …, 2020‏
89*2020
On the consistency of ordinal regression methods‏
F Pedregosa, F Bach, A Gramfort‏
Journal of Machine Learning Research 18, 1-35, 2017‏
842017
Word meaning in the ventral visual path: a perceptual to conceptual gradient of semantic coding‏
V Borghesani, F Pedregosa, M Buiatti, A Amadon, E Eger, M Piazza‏
NeuroImage 143, 128-140, 2016‏
842016
On the interplay between noise and curvature and its effect on optimization and generalization‏
V Thomas, F Pedregosa, B Merriënboer, PA Manzagol, Y Bengio, ...‏
International Conference on Artificial Intelligence and Statistics, 3503-3513, 2020‏
81*2020
Data-driven HRF estimation for encoding and decoding models‏
F Pedregosa, M Eickenberg, P Ciuciu, B Thirion, A Gramfort‏
NeuroImage 104, 209-220, 2015‏
812015
Improved asynchronous parallel optimization analysis for stochastic incremental methods‏
R Leblond, F Pedregosa, S Lacoste-Julien‏
Journal of Machine Learning Research 19 (81), 2018‏
792018
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مقالات 1–20