Edit Profile Weston, Jason Compute Distance To: Compute Author ID: weston.jason Published as: Weston, J.; Weston, Jason Documents Indexed: 15 Publications since 2002 all top 5 Co-Authors 1 single-authored 4 Bordes, Antoine 4 Bottou, Léon 4 Leslie, Christina 4 Schölkopf, Bernhard 4 Stafford Noble, William 3 Collobert, Ronan 3 Eskin, Eleazar 2 Bengio, Yoshua 1 Barnhill, Stephen 1 Bengio, Samy 1 Chechik, Gal 1 Elisseeff, André 1 Ertekin, Seyda 1 Glorot, Xavier 1 Gupta, Maya R. 1 Guyon, Isabelle 1 Ie, Eugene 1 Karlen, Michael 1 Kavukcuoglu, Koray 1 Kuksa, Pavel P. 1 Melvin, Iain 1 Mesnil, Grégoire 1 Roth, Dan 1 Sinz, Fabian H. 1 Tipping, Mike 1 Vapnik, Vladimir Naumovich 1 Zettlemoyer, Luke Sean Serials 6 Journal of Machine Learning Research (JMLR) 4 Machine Learning 1 Annals of the Institute of Statistical Mathematics Fields 13 Computer science (68-XX) 4 Statistics (62-XX) 1 General and overarching topics; collections (00-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 12 Publications have been cited 361 times in 333 Documents Cited by ▼ Year ▼ Gene selection for cancer classification using support vector machines. Zbl 0998.68111Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 192 2002 Use of the zero-norm with linear models and kernel methods. Zbl 1102.68605Weston, Jason; Elisseeff, André; Schölkopf, Bernhard; Tipping, Mike 68 2003 Large scale transductive SVMs. Zbl 1222.68173Collobert, Ronan; Sinz, Fabian; Weston, Jason; Bottou, Léon 31 2006 Natural language processing (almost) from scratch. Zbl 1280.68161Collobert, Ronan; Weston, Jason; Bottou, Léon; Karlen, Michael; Kavukcuoglu, Koray; Kuksa, Pavel 29 2011 Fast kernel classifiers with online and active learning. Zbl 1222.68152Bordes, Antoine; Ertekin, Seyda; Weston, Jason; Bottou, Léon 22 2005 A semantic matching energy function for learning with multi-relational data. Zbl 1319.68169Bordes, Antoine; Glorot, Xavier; Weston, Jason; Bengio, Yoshua 7 2014 Training highly multiclass classifiers. Zbl 1318.68143Gupta, Maya R.; Bengio, Samy; Weston, Jason 4 2014 Multi-class protein classification using adaptive codes. Zbl 1222.92031Melvin, Iain; Ie, Eugene; Weston, Jason; Noble, William Stafford; Leslie, Christina 2 2007 A kernel approach for learning from almost orthogonal patterns. Zbl 1020.68882Schölkopf, Bernhard; Weston, Jason; Eskin, Eleazar; Leslie, Christina; Noble, William Stafford 2 2002 A kernel approach for learning from almost orthogonal patterns. Zbl 1014.68129Schölkopf, Bernhard; Weston, Jason; Eskin, Eleazar; Leslie, Christina; Stafford Noble, William 2 2002 Statistical learning theory in practice. Zbl 1330.68260Weston, Jason 1 2013 Dealing with large diagonals in kernel matrices. Zbl 1172.68584Weston, Jason; Schölkopf, Bernhard; Eskin, Eleazar; Leslie, Christina; Noble, William Stafford 1 2003 A semantic matching energy function for learning with multi-relational data. Zbl 1319.68169Bordes, Antoine; Glorot, Xavier; Weston, Jason; Bengio, Yoshua 7 2014 Training highly multiclass classifiers. Zbl 1318.68143Gupta, Maya R.; Bengio, Samy; Weston, Jason 4 2014 Statistical learning theory in practice. Zbl 1330.68260Weston, Jason 1 2013 Natural language processing (almost) from scratch. Zbl 1280.68161Collobert, Ronan; Weston, Jason; Bottou, Léon; Karlen, Michael; Kavukcuoglu, Koray; Kuksa, Pavel 29 2011 Multi-class protein classification using adaptive codes. Zbl 1222.92031Melvin, Iain; Ie, Eugene; Weston, Jason; Noble, William Stafford; Leslie, Christina 2 2007 Large scale transductive SVMs. Zbl 1222.68173Collobert, Ronan; Sinz, Fabian; Weston, Jason; Bottou, Léon 31 2006 Fast kernel classifiers with online and active learning. Zbl 1222.68152Bordes, Antoine; Ertekin, Seyda; Weston, Jason; Bottou, Léon 22 2005 Use of the zero-norm with linear models and kernel methods. Zbl 1102.68605Weston, Jason; Elisseeff, André; Schölkopf, Bernhard; Tipping, Mike 68 2003 Dealing with large diagonals in kernel matrices. Zbl 1172.68584Weston, Jason; Schölkopf, Bernhard; Eskin, Eleazar; Leslie, Christina; Noble, William Stafford 1 2003 Gene selection for cancer classification using support vector machines. Zbl 0998.68111Guyon, Isabelle; Weston, Jason; Barnhill, Stephen; Vapnik, Vladimir 192 2002 A kernel approach for learning from almost orthogonal patterns. Zbl 1020.68882Schölkopf, Bernhard; Weston, Jason; Eskin, Eleazar; Leslie, Christina; Noble, William Stafford 2 2002 A kernel approach for learning from almost orthogonal patterns. Zbl 1014.68129Schölkopf, Bernhard; Weston, Jason; Eskin, Eleazar; Leslie, Christina; Stafford Noble, William 2 2002 all cited Publications top 5 cited Publications all top 5 Cited by 902 Authors 8 Le Thi, Hoai An 6 Pham Dinh Tao 4 Giuzio, Margherita 4 Kim, Yongdai 4 Lin, Jinguan 4 Paterlini, Sandra 4 Yang, Aijun 3 Chakraborty, Sounak 3 Dougherty, Edward R. 3 Hayat, Maqsood 3 King, Irwin 3 Koo, Ja-Yong 3 Kwon, Sunghoon 3 Labbé, Martine V. 3 Le, Hoai Minh 3 Lee, Jaewon 3 Luo, Jian 3 Lyu, Michael R. 3 Maldonado, Sebastián 3 McLachlan, Geoffrey John 3 Pardalos, Panos M. 3 Rinaldi, Francesco 3 Romero Morales, Dolores 3 Sohn, Insuk 3 Steel, Sarel J. 3 Tian, Yingjie 3 Wang, Xiaodong 3 Wang, Yang 3 Weston, Jason 3 Wu, Qiang 3 Yan, Xin 3 Zhou, Xiaobo 2 Ambroise, Christophe 2 Bai, Yanqin 2 Bengio, Yoshua 2 Bierman, Surette 2 Bordes, Antoine 2 Carrizosa, Emilio 2 Chaovalitwongse, Wanpracha Art 2 Choi, Hosik 2 Coleman, Thomas F. 2 De Moor, Bart L. R. 2 Ditzler, Gregory 2 Fürnkranz, Johannes 2 Gadat, Sébastien 2 Gaudioso, Manlio 2 Gorgone, Enrico 2 Gregorutti, Baptiste 2 Guarracino, Mario Rosario 2 Huang, Kaizhu 2 Hwang, Changha 2 Jiang, Xuejun 2 Kelemen, Arpad G. 2 Kim, Jinseog 2 Kim, Sujong 2 Krijthe, Jesse H. 2 Lee, Kyungsik 2 Li, Yunxian 2 Li, Yuying 2 Liang, Yulan 2 Liuzzi, Giampaolo 2 Loog, Marco 2 Louw, Nelmarie 2 Michel, Bertrand 2 Nazir, Talat 2 Ong, Yew-Soon 2 Osowski, Stanisław 2 Park, Changyi 2 Park, Sang-Hyeun 2 Qi, Xiaomin 2 Rodriguez-Chia, Antonio M. 2 Roth, Dan 2 Saint-Pierre, Philippe 2 Schoen, Fabio 2 Sciandrone, Marco 2 Shim, Jooyong 2 Silvestrov, Sergei D. 2 Steidl, Gabriele 2 Suykens, Johan A. K. 2 Talbi, El-Ghazali 2 Tang, Long 2 Tayal, Aditya 2 Tian, Ye 2 Vo, Xuan Thanh 2 Wu, Yichao 2 Yang, Haiqin 2 Zheng, Qinghua 1 Abd Elaziz, Mohamed 1 Abderrahim, Allani 1 Abdi, Mohammad Javad 1 Abe, Naoto 1 Abramovich, Felix P. 1 Achanta, Rakesh 1 Acid, Silvia 1 Afsari, Bahman 1 Agarwal, Basant 1 Agor, Joseph 1 Aguilar-Martin, Joseph 1 Ahmad, Jamal 1 Al-Shedivat, Maruan ...and 802 more Authors all top 5 Cited in 103 Serials 28 Pattern Recognition 21 Machine Learning 20 Computational Statistics and Data Analysis 19 Information Sciences 14 Neural Networks 11 Journal of Theoretical Biology 10 European Journal of Operational Research 9 Neural Computation 9 Computational & Mathematical Methods in Medicine 7 Journal of Machine Learning Research (JMLR) 6 Annals of Operations Research 6 Optimization Letters 5 Computational Statistics 5 Computational Optimization and Applications 5 Computational Biology and Chemistry 5 Statistical Analysis and Data Mining 5 The Annals of Applied Statistics 5 Algorithms 4 Journal of Optimization Theory and Applications 4 Data Mining and Knowledge Discovery 4 Computational Management Science 3 Artificial Intelligence 3 Computers & Mathematics with Applications 3 International Journal of Systems Science 3 Computers & Operations Research 3 Journal of Global Optimization 3 Communications in Statistics. Simulation and Computation 3 Mathematical Programming. Series A. Series B 3 Mathematical Problems in Engineering 3 Optimization Methods & Software 3 Soft Computing 3 Advances in Data Analysis and Classification. ADAC 2 Discrete Applied Mathematics 2 Information Processing Letters 2 Mathematical Biosciences 2 The Annals of Statistics 2 Fuzzy Sets and Systems 2 Journal of Multivariate Analysis 2 Journal of Statistical Planning and Inference 2 Theoretical Computer Science 2 International Journal of Approximate Reasoning 2 International Journal of Foundations of Computer Science 2 Applied Mathematical Modelling 2 Journal of Statistical Computation and Simulation 2 Test 2 Advances in Computational Mathematics 2 INFORMS Journal on Computing 2 International Journal of Wavelets, Multiresolution and Information Processing 2 Electronic Journal of Statistics 2 Statistics and Computing 1 Computers and Fluids 1 Journal of the Franklin Institute 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematics and Computation 1 Biometrical Journal 1 Computing 1 Journal of the American Statistical Association 1 Mathematics and Computers in Simulation 1 Mathematics of Operations Research 1 Journal of Information & Optimization Sciences 1 Statistics & Probability Letters 1 International Journal of Production Research 1 Statistical Science 1 Information and Computation 1 COMPEL 1 International Journal of Computer Mathematics 1 Proceedings of the National Academy of Sciences of the United States of America 1 Computational and Applied Mathematics 1 Top 1 Opuscula Mathematica 1 The Journal of Artificial Intelligence Research (JAIR) 1 Annals of Mathematics and Artificial Intelligence 1 Bernoulli 1 Journal of Nonparametric Statistics 1 European Journal of Control 1 Abstract and Applied Analysis 1 Journal of Inequalities and Applications 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 New Journal of Physics 1 International Journal of Applied Mathematics and Computer Science 1 Computational Geosciences 1 Stochastic Environmental Research and Risk Assessment 1 Journal of Biological Systems 1 Optimization and Engineering 1 RAIRO. Operations Research 1 Quantitative Finance 1 Journal of Systems Science and Complexity 1 Decisions in Economics and Finance 1 Journal of Applied Mathematics 1 Statistical Applications in Genetics and Molecular Biology 1 Computational Intelligence 1 Fuzzy Optimization and Decision Making 1 Statistical Methods and Applications 1 New Mathematics and Natural Computation 1 Statistical Methodology 1 Journal of Zhejiang University. Science A 1 Journal of the Korean Statistical Society 1 Statistics Surveys 1 Information and Inference ...and 3 more Serials all top 5 Cited in 24 Fields 202 Computer science (68-XX) 155 Statistics (62-XX) 67 Operations research, mathematical programming (90-XX) 59 Biology and other natural sciences (92-XX) 30 Numerical analysis (65-XX) 16 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 7 Probability theory and stochastic processes (60-XX) 6 Information and communication theory, circuits (94-XX) 4 Combinatorics (05-XX) 3 General and overarching topics; collections (00-XX) 3 Fluid mechanics (76-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Functional analysis (46-XX) 2 Operator theory (47-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Systems theory; control (93-XX) 1 History and biography (01-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Potential theory (31-XX) 1 Geometry (51-XX) 1 Differential geometry (53-XX) 1 Mechanics of deformable solids (74-XX) 1 Quantum theory (81-XX) 1 Geophysics (86-XX) Citations by Year