Leon Bottou
Leon Bottou
Facebook AI Research
Adresse e-mail validée de bottou.org - Page d'accueil
Titre
Citée par
Citée par
Année
Gradient-based learning applied to document recognition
Y LeCun, L Bottou, Y Bengio, P Haffner
Proceedings of the IEEE 86 (11), 2278-2324, 1998
281311998
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (ARTICLE), 2493− 2537, 2011
62572011
Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion.
P Vincent, H Larochelle, I Lajoie, Y Bengio, PA Manzagol, L Bottou
Journal of machine learning research 11 (12), 2010
49192010
Wasserstein generative adversarial networks
M Arjovsky, S Chintala, L Bottou
International Conference on Machine Learning, 214-223, 2017
4737*2017
Large-scale machine learning with stochastic gradient descent
L Bottou
Proceedings of COMPSTAT'2010, 177-186, 2010
36112010
Efficient backprop
YA LeCun, L Bottou, GB Orr, KR Müller
Neural networks: Tricks of the trade, Lecture Notes in Computer Science LNCS …, 1998
3451*1998
Learning and transferring mid-level image representations using convolutional neural networks
M Oquab, L Bottou, I Laptev, J Sivic
Proceedings of the IEEE conference on computer vision and pattern …, 2014
24082014
Signature verification using a" siamese" time delay neural network
J Bromley, I Guyon, Y LeCun, E Säckinger, R Shah
Advances in neural information processing systems, 737-744, 1994
18111994
The Tradeoffs of Large-Scale Learning
L Bottou, O Bousquet
Neural Information Processing Systems 20, 161-168, 2008
14442008
Learning methods for generic object recognition with invariance to pose and lighting
Y LeCun, FJ Huang, L Bottou
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004
12582004
Online learning and stochastic approximations
L Bottou
On-line learning in neural networks 17 (9), 142, 1998
11321998
Optimization methods for large-scale machine learning
L Bottou, FE Curtis, J Nocedal
Siam Review 60 (2), 223-311, 2018
10982018
Towards principled methods for training generative adversarial networks
M Arjovsky, L Bottou
arXiv preprint arXiv:1701.04862, 2017
10252017
Stochastic gradient descent tricks
L Bottou
Neural networks: Tricks of the trade, 421-436, 2012
10212012
Comparison of classifier methods: a case study in handwritten digit recognition
L Bottou, C Cortes, JS Denker, H Drucker, I Guyon, LD Jackel, Y LeCun, ...
Proceedings of the 12th IAPR International Conference on Pattern Recognition …, 1994
8531994
Fast kernel classifiers with online and active learning
A Bordes, S Ertekin, J Weston, L Bottou
Journal of Machine Learning Research 6 (Sep), 1579-1619, 2005
7382005
Comparison of learning algorithms for handwritten digit recognition
Y LeCun, LD Jackel, L Bottou, A Brunot, C Cortes, J Denker, H Drucker, ...
International conference on artificial neural networks 60, 53-60, 1995
7051995
Local learning algorithms
L Bottou, V Vapnik
Neural computation 4 (6), 888-900, 1992
6691992
Is object localization for free?-weakly-supervised learning with convolutional neural networks
M Oquab, L Bottou, I Laptev, J Sivic
Proceedings of the IEEE conference on computer vision and pattern …, 2015
6282015
On-line learning in neural networks
D Saad
Cambridge University Press, 2009
6112009
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20