Jason Weston
TitleCited byYear
Gene selection for cancer classification using support vector machines
I Guyon, J Weston, S Barnhill, V Vapnik
Machine learning 46 (1-3), 389-422, 2002
68222002
Natural language processing (almost) from scratch
R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuoglu, P Kuksa
Journal of machine learning research 12 (Aug), 2493-2537, 2011
40342011
Learning with local and global consistency
D Zhou, O Bousquet, TN Lal, J Weston, B Schölkopf
Advances in neural information processing systems, 321-328, 2004
32822004
A unified architecture for natural language processing: Deep neural networks with multitask learning
R Collobert, J Weston
Proceedings of the 25th international conference on Machine learning, 160-167, 2008
30492008
Fisher discriminant analysis with kernels
S Mika, G Ratsch, J Weston, B Scholkopf, KR Mullers
Neural networks for signal processing IX: Proceedings of the 1999 IEEE …, 1999
28281999
Multi-class support vector machines
J Weston, C Watkins
Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998
14981998
Feature selection for SVMs
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik
Advances in neural information processing systems, 668-674, 2001
11902001
A kernel method for multi-labelled classification
A Elisseeff, J Weston
Advances in neural information processing systems, 681-687, 2002
11772002
Curriculum learning
Y Bengio, J Louradour, R Collobert, J Weston
Proceedings of the 26th annual international conference on machine learning …, 2009
11442009
Translating embeddings for modeling multi-relational data
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems, 2787-2795, 2013
9992013
Semi-supervised learning for peptide identification from shotgun proteomics datasets
L Käll, JD Canterbury, J Weston, WS Noble, MJ MacCoss
Nature methods 4 (11), 923, 2007
9812007
Scaling learning algorithms towards AI
Y Bengio, Y LeCun
Large-scale kernel machines 34 (5), 1-41, 2007
9652007
End-to-end memory networks
S Sukhbaatar, J Weston, R Fergus
Advances in neural information processing systems, 2440-2448, 2015
9212015
Support vector machines for multi-class pattern recognition.
J Weston, C Watkins
Esann 99, 219-224, 1999
9161999
Use of the zero-norm with linear models and kernel methods
J Weston, A Elisseeff, B Schölkopf, M Tipping
Journal of machine learning research 3 (Mar), 1439-1461, 2003
7962003
A neural attention model for abstractive sentence summarization
AM Rush, S Chopra, J Weston
arXiv preprint arXiv:1509.00685, 2015
7772015
Memory networks
J Weston, S Chopra, A Bordes
arXiv preprint arXiv:1410.3916, 2014
7392014
Ranking on data manifolds
D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf
Advances in neural information processing systems, 169-176, 2004
7232004
A user’s guide to support vector machines
A Ben-Hur, J Weston
Data mining techniques for the life sciences, 223-239, 2010
6652010
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
6512005
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Articles 1–20