Jason Weston

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Ronan CollobertFacebook AI ResearchVerified email at collobert.com
Antoine BordesFacebook AI ResearchVerified email at fb.com
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Leon BottouFacebook AI ResearchVerified email at bottou.org
Sumit ChopraCourant Institute of Mathematical Sciences, NYUVerified email at cs.nyu.edu
William Stafford NobleProfessor of Genome Sciences, University of WashingtonVerified email at uw.edu
Olivier ChapelleGoogleVerified email at chapelle.cc
vapnikProfessor of Columbia, Fellow of NEC Labs America, Verified email at nec-labs.com
Usunier NicolasFacebook AI ResearchVerified email at fb.com
Christina LeslieMemorial Sloan-Kettering Cancer CenterVerified email at cbio.mskcc.org
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Pavel P. KuksaInstitute for Biomedical Informatics, University of PennsylvaniaVerified email at cs.rutgers.edu
Klaus-Robert MüllerTU Berlin & Korea University & Google Brain & MPIIVerified email at tu-berlin.de
Chris WatkinsProfessor in Computer Science, Royal HollowayVerified email at rhul.ac.uk
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Rob FergusResearch Scientist, DeepMind. Professor of Computer Science, New York UniversityVerified email at cs.nyu.edu
Gunnar RätschProfessor, ETH ZürichVerified email at inf.ethz.ch
koray kavukcuogluDeepMindVerified email at kavukcuoglu.org
Eleazar EskinUniversity of California, Los AngelesVerified email at cs.ucla.edu

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Artificial Intelligence Machine Learning Bioinformatics Vision Natural Language Processing


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Gene selection for cancer classification using support vector machines I Guyon, J Weston, S Barnhill, V Vapnik Machine learning 46 (1), 389-422, 2002	9039	2002
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	7485	2011
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	5656	2008
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	4350	2004
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	3486	1999
Translating embeddings for modeling multi-relational data A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko Neural Information Processing Systems (NIPS), 1-9, 2013	3345	2013
Curriculum learning Y Bengio, J Louradour, R Collobert, J Weston Proceedings of the 26th annual international conference on machine learning …, 2009	2872	2009
A neural attention model for abstractive sentence summarization AM Rush, S Chopra, J Weston arXiv preprint arXiv:1509.00685, 2015	2136	2015
End-to-end memory networks S Sukhbaatar, A Szlam, J Weston, R Fergus arXiv preprint arXiv:1503.08895, 2015	2094	2015
Multi-class support vector machines J Weston, C Watkins Technical Report CSD-TR-98-04, Department of Computer Science, Royal …, 1998	1763	1998
A kernel method for multi-labelled classification. A Elisseeff, J Weston NIPS 14, 681-687, 2001	1605	2001
Semi-supervised learning for peptide identification from shotgun proteomics datasets L Käll, JD Canterbury, J Weston, WS Noble, MJ MacCoss Nature methods 4 (11), 923-925, 2007	1525	2007
Memory networks J Weston, S Chopra, A Bordes arXiv preprint arXiv:1410.3916, 2014	1512	2014
Feature selection for SVMs J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik Neural Information Processing Systems Foundation, 2000	1404	2000
Scaling learning algorithms towards AI Y Bengio, Y LeCun Large-scale kernel machines 34 (5), 1-41, 2007	1400	2007
Support vector machines for multi-class pattern recognition. J Weston, C Watkins Esann 99, 219-224, 1999	1105	1999
Deep learning via semi-supervised embedding J Weston, F Ratle, H Mobahi, R Collobert Neural networks: Tricks of the trade, 639-655, 2012	1013	2012
A user’s guide to support vector machines A Ben-Hur, J Weston Data mining techniques for the life sciences, 223-239, 2010	974	2010
Reading wikipedia to answer open-domain questions D Chen, A Fisch, J Weston, A Bordes arXiv preprint arXiv:1704.00051, 2017	932	2017
Use of the zero norm with linear models and kernel methods J Weston, A Elisseeff, B Schölkopf, M Tipping The Journal of Machine Learning Research 3, 1439-1461, 2003	924	2003

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