Edit Profile (opens in new tab) Bengio, Samy Co-Author Distance Author ID: bengio.samy Published as: Bengio, Samy; Bengio, S. Documents Indexed: 22 Publications since 1996 Co-Authors: 52 Co-Authors with 21 Joint Publications 576 Co-Co-Authors all top 5 Co-Authors 1 single-authored 3 Bengio, Yoshua 3 Collobert, Ronan 3 Sanderson, Conrad 2 Cardinaux, Fabien 2 Chechik, Gal 2 Czyz, Jacek 2 Kittler, Josef 2 Marcel, Christine 2 Mariéthoz, Johnny 2 Messer, Kieron 2 Singer, Yoram 2 Vandendorpe, Luc 2 Weston, Jason 1 Akar, Gozde Bozdagi 1 Bailly-Bailliére, Enrique 1 Bimbot, Frédéric 1 Bourlard, Hervé 1 Courville, Aaron C. 1 Deravi, Farzin 1 Erhan, Dumitru 1 Gupta, Maya R. 1 Hamouz, Miroslav 1 Kadyrov, Alexander 1 Kepenekci, B. 1 Kim, Seungyeon 1 Kurutach, Werasak 1 Le, Quan 1 Lebanon, Guy 1 Lee, Joonseok 1 Lyon, Richard F. 1 Manzagol, Pierre-Antoine 1 Marcel, Sebastien 1 Matas, Jiří 1 Mavity, Nick 1 Paredes, Roberto 1 Petrou, Maria 1 Poh, Norman 1 Popovici, Vlad 1 Porée, Fabienne 1 Potvin, Jean-Yves 1 Rehn, Martin 1 Ruiz, Belen 1 Sadeghi, Mohammad T. 1 Shalit, Uri 1 Sharma, Varun 1 Srisuk, Sanun 1 Tek, F. B. 1 Thiran, Jean-Philippe 1 Usunier, Nicolas 1 Vincent, Pascal 1 Vinciarelli, Alessandro 1 Walters, Thomas C. all top 5 Serials 5 Journal of Machine Learning Research (JMLR) 2 Neural Computation 2 IEEE Transactions on Signal Processing 1 Machine Learning 1 Pattern Recognition 1 Pattern Recognition Letters 1 INFORMS Journal on Computing all top 5 Fields 19 Computer science (68-XX) 4 Statistics (62-XX) 2 Information and communication theory, circuits (94-XX) 1 Numerical analysis (65-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 16 Publications have been cited 204 times in 198 Documents Cited by ▼ Year ▼ SVMTorch: Support vector machines for large-scale regression problems. Zbl 1052.68111 Collobert, Ronan; Bengio, Samy 45 2001 The vehicle routing problem with time windows. II: Genetic search. Zbl 0866.90058 Potvin, Jean-Yves; Bengio, Samy 44 1996 Why does unsupervised pre-training help deep learning? Zbl 1242.68219 Erhan, Dumitru; Bengio, Yoshua; Courville, Aaron; Manzagol, Pierre-Antoine; Vincent, Pascal; Bengio, Samy 37 2010 A parallel mixture of SVMs for very large scale problems. Zbl 1003.68135 Collobert, Ronan; Bengio, Samy; Bengio, Yoshua 24 2002 Large scale online learning of image similarity through ranking. Zbl 1242.68212 Chechik, Gal; Sharma, Varun; Shalit, Uri; Bengio, Samy 21 2010 The BANCA database and evaluation protocol. Zbl 1050.68651 Bailly-Bailliére, Enrique; Bengio, Samy; Bimbot, Frédéric; Hamouz, Miroslav; Kittler, Josef; Mariéthoz, Johnny; Matas, Jiri; Messer, Kieron; Popovici, Vlad; Porée, Fabienne; Ruiz, Belen; Thiran, Jean-Philippe 7 2003 Large scale image annotation: learning to rank with joint word-image embeddings. Zbl 1470.68197 Weston, Jason; Bengio, Samy; Usunier, Nicolas 7 2010 Training highly multiclass classifiers. Zbl 1318.68143 Gupta, Maya R.; Bengio, Samy; Weston, Jason 6 2014 LLORMA: local low-rank matrix approximation. Zbl 1360.68686 Lee, Joonseok; Kim, Seungyeon; Lebanon, Guy; Singer, Yoram; Bengio, Samy 3 2016 Face verification competition on the XM2VTS database. Zbl 1050.68830 Messer, Kieron; Kittler, Josef; Sadeghi, Mohammad; Marcel, Sebastien; Marcel, Christine; Bengio, Samy; Cardinaux, F.; Sanderson, C.; Czyz, J.; Vandendorpe, L.; Srisuk, Sanun; Petrou, Maria; Kurutach, Werasak; Kadyrov, Alexander; Paredes, Roberto; Kepenekci, B.; Tek, F. B.; Akar, G. B.; Deravi, Farzin; Mavity, Nick 3 2003 How do correlation and variance of base-experts affect fusion in biometric authentication tasks? Zbl 1373.62585 Poh, Norman; Bengio, Samy 2 2005 Robust features for frontal face authentication in difficult image conditions. Zbl 1050.68887 Sanderson, Conrad; Bengio, Samy 1 2003 Scalability analysis of audio-visual person identity verification. Zbl 1050.68707 Czyz, Jacek; Bengio, Samy; Marcel, Christine; Vandendorpe, Luc 1 2003 A kernel trick for sequences applied to text-independent speaker verification systems. Zbl 1120.68088 Mariéthoz, Johnny; Bengio, Samy 1 2007 Multi channel sequence processing. Zbl 1133.68389 Bengio, Samy; Bourlard, Hervé 1 2005 Writer adaptation techniques in HMM based off-line cursive script recognition. Zbl 1015.68157 Vinciarelli, Alessandro; Bengio, Samy 1 2002 LLORMA: local low-rank matrix approximation. Zbl 1360.68686 Lee, Joonseok; Kim, Seungyeon; Lebanon, Guy; Singer, Yoram; Bengio, Samy 3 2016 Training highly multiclass classifiers. Zbl 1318.68143 Gupta, Maya R.; Bengio, Samy; Weston, Jason 6 2014 Why does unsupervised pre-training help deep learning? Zbl 1242.68219 Erhan, Dumitru; Bengio, Yoshua; Courville, Aaron; Manzagol, Pierre-Antoine; Vincent, Pascal; Bengio, Samy 37 2010 Large scale online learning of image similarity through ranking. Zbl 1242.68212 Chechik, Gal; Sharma, Varun; Shalit, Uri; Bengio, Samy 21 2010 Large scale image annotation: learning to rank with joint word-image embeddings. Zbl 1470.68197 Weston, Jason; Bengio, Samy; Usunier, Nicolas 7 2010 A kernel trick for sequences applied to text-independent speaker verification systems. Zbl 1120.68088 Mariéthoz, Johnny; Bengio, Samy 1 2007 How do correlation and variance of base-experts affect fusion in biometric authentication tasks? Zbl 1373.62585 Poh, Norman; Bengio, Samy 2 2005 Multi channel sequence processing. Zbl 1133.68389 Bengio, Samy; Bourlard, Hervé 1 2005 The BANCA database and evaluation protocol. Zbl 1050.68651 Bailly-Bailliére, Enrique; Bengio, Samy; Bimbot, Frédéric; Hamouz, Miroslav; Kittler, Josef; Mariéthoz, Johnny; Matas, Jiri; Messer, Kieron; Popovici, Vlad; Porée, Fabienne; Ruiz, Belen; Thiran, Jean-Philippe 7 2003 Face verification competition on the XM2VTS database. Zbl 1050.68830 Messer, Kieron; Kittler, Josef; Sadeghi, Mohammad; Marcel, Sebastien; Marcel, Christine; Bengio, Samy; Cardinaux, F.; Sanderson, C.; Czyz, J.; Vandendorpe, L.; Srisuk, Sanun; Petrou, Maria; Kurutach, Werasak; Kadyrov, Alexander; Paredes, Roberto; Kepenekci, B.; Tek, F. B.; Akar, G. B.; Deravi, Farzin; Mavity, Nick 3 2003 Robust features for frontal face authentication in difficult image conditions. Zbl 1050.68887 Sanderson, Conrad; Bengio, Samy 1 2003 Scalability analysis of audio-visual person identity verification. Zbl 1050.68707 Czyz, Jacek; Bengio, Samy; Marcel, Christine; Vandendorpe, Luc 1 2003 A parallel mixture of SVMs for very large scale problems. Zbl 1003.68135 Collobert, Ronan; Bengio, Samy; Bengio, Yoshua 24 2002 Writer adaptation techniques in HMM based off-line cursive script recognition. Zbl 1015.68157 Vinciarelli, Alessandro; Bengio, Samy 1 2002 SVMTorch: Support vector machines for large-scale regression problems. Zbl 1052.68111 Collobert, Ronan; Bengio, Samy 45 2001 The vehicle routing problem with time windows. II: Genetic search. Zbl 0866.90058 Potvin, Jean-Yves; Bengio, Samy 44 1996 all cited Publications top 5 cited Publications all top 5 Cited by 524 Authors 5 Chung, Fu-Lai 5 Wang, Shitong 4 Bengio, Yoshua 4 Ying, Yiming 3 Guo, Zheng-Chu 3 Prins, Christian 3 Zanni, Luca 2 Bagirov, Adil M. 2 Baldi, Pierre 2 Bengio, Samy 2 Bordes, Antoine 2 Carrizosa, Emilio 2 Chen, Xiaobo 2 Gendreau, Michel 2 Gondzio, Jacek 2 Hao, Jin-Kao 2 Hoos, Holger H. 2 Hu, Guanyu 2 Hu, Wenjun 2 Ince, Huseyin 2 Kohn, Robert J. 2 Kreimer, Joseph 2 Lin, Chih-Jen 2 Niu, Lingfeng 2 Peng, Xinjun 2 Potvin, Jean-Yves 2 Quiroz, Matias 2 Reghioui, Mohamed 2 Romero Morales, Dolores 2 Serafini, Thomas 2 Sun, Jianguo 2 Taheri, Sona 2 Toh, Kar-Ann 2 Tran, Minh Ngoc 2 Villani, Mattias 2 Weston, Jason 2 Woodsend, Kristian 2 Yang, Jian 2 Zanghirati, Gaetano 2 Zhao, Yongping 2 Zhou, Dingxuan 1 Abe, Naoto 1 Abidi, Mongi A. 1 Abramovich, Felix P. 1 Achanta, Rakesh 1 Adams, Paul R. 1 Adhikary, Ansuman 1 Agarwal, Vivek 1 Agostini, Alejandro 1 Alfandari, Laurent 1 Alham, Nasullah Khalid 1 Álvarez Menéndez, L. 1 Álvarez Riesgo, J. A. 1 Amirghasemi, Mehrdad 1 Androutsopoulos, Konstantinos N. 1 Archetti, Claudia 1 Arslan, Ahmet Faruk 1 Asadi, Soodabeh 1 Ayechew, M. A. 1 Bacciu, Davide 1 Baker, Barrie M. 1 Baldacci, Roberto 1 Balzano, Laura 1 Barkaoui, Mohamed 1 Bartolini, Enrico 1 Bastanfard, Azam 1 Behnke, Sven 1 Belieres, Simon 1 Benjamini, Yuval 1 Berger, Jean 1 Bettebghor, Dimitri 1 Bhattacharyya, Biswarup 1 Biswas, Debajyoti 1 Blum, Christian 1 Bonneel, Nicolas 1 Bordetsky, Alex 1 Boulle, Marc 1 Bourlai, Thirimachos 1 Bowyer, Kevin W. 1 Bunke, Horst 1 Cao, Qiong 1 Cao, Xitailang 1 Cappart, Quentin 1 Carta, Antonio 1 Chaari, Majdi 1 Chae, Yeong Nam 1 Chang, Dongping 1 Chapelle, Olivier 1 Cheah, Chien Chern 1 Chechik, Gal 1 Chen, Bo 1 Chen, Mingtong 1 Chen, Xiaojun 1 Chen, Xiaozhou 1 Chen, Yuning 1 Chen, Zhikui 1 Cheng, Chi-Bin 1 Cheong, Chun Yew 1 Chiang, Tsung-Che 1 Chiang, Wen-Chyuan ...and 424 more Authors all top 5 Cited in 77 Serials 21 Pattern Recognition 15 European Journal of Operational Research 12 Computers & Operations Research 12 Machine Learning 10 Neural Networks 9 Neural Computation 9 Journal of Machine Learning Research (JMLR) 8 Information Sciences 4 Journal of the American Statistical Association 3 Computers & Mathematics with Applications 3 Journal of the Franklin Institute 3 Mathematical and Computer Modelling 3 Advances in Computational Mathematics 3 Optimization Methods & Software 3 Soft Computing 2 Applied Mathematics and Computation 2 Computer Aided Geometric Design 2 Signal Processing 2 Annals of Operations Research 2 Computational Statistics and Data Analysis 2 Computational Optimization and Applications 2 International Journal of Computer Vision 2 INFORMS Journal on Computing 2 Journal of Mathematical Chemistry 2 Data Mining and Knowledge Discovery 2 Computational Management Science 2 Journal of Logical and Algebraic Methods in Programming 2 Advances in Data Science and Adaptive Analysis 1 Artificial Intelligence 1 Biological Cybernetics 1 Discrete Applied Mathematics 1 International Journal of General Systems 1 Journal of Computational Physics 1 Journal of Statistical Physics 1 Chaos, Solitons and Fractals 1 Automatica 1 Fuzzy Sets and Systems 1 INFOR 1 Journal of Multivariate Analysis 1 Mathematics and Computers in Simulation 1 Mathematics of Operations Research 1 Journal of Information & Optimization Sciences 1 Applied Numerical Mathematics 1 Designs, Codes and Cryptography 1 Applied Intelligence 1 Applied Mathematical Modelling 1 Communications in Statistics. Simulation and Computation 1 Journal of Mathematical Imaging and Vision 1 Applied Mathematics. Series B (English Edition) 1 The Journal of Artificial Intelligence Research (JAIR) 1 Engineering Analysis with Boundary Elements 1 Mathematical Problems in Engineering 1 PAA. Pattern Analysis and Applications 1 CEJOR. Central European Journal of Operations Research 1 Optimization and Engineering 1 RAIRO. Operations Research 1 Archives of Computational Methods in Engineering 1 Journal of Systems Science and Complexity 1 OR Spectrum 1 ASTIN Bulletin 1 Structural and Multidisciplinary Optimization 1 North American Actuarial Journal 1 International Journal of Wavelets, Multiresolution and Information Processing 1 International Journal of Quantum Information 1 Acta Numerica 1 Science in China. Series F 1 Journal of Industrial and Management Optimization 1 Journal of Physics A: Mathematical and Theoretical 1 Electronic Journal of Statistics 1 Advances in High Energy Physics 1 Algorithms 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Central European Journal of Computer Science 1 Journal of Theoretical Biology 1 Journal of the Operations Research Society of China 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 25 Fields 119 Computer science (68-XX) 63 Operations research, mathematical programming (90-XX) 46 Statistics (62-XX) 13 Numerical analysis (65-XX) 11 Biology and other natural sciences (92-XX) 7 Information and communication theory, circuits (94-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Systems theory; control (93-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Mechanics of deformable solids (74-XX) 3 Quantum theory (81-XX) 2 Combinatorics (05-XX) 2 Algebraic geometry (14-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Probability theory and stochastic processes (60-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Category theory; homological algebra (18-XX) 1 Measure and integration (28-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Integral equations (45-XX) 1 Geometry (51-XX) Citations by Year