Support-vector networks C Cortes, V Vapnik Machine learning 20, 273-297, 1995 | 67833 | 1995 |
MNIST handwritten digit database Y LeCun, C Cortes, C Burges | 5566 | 2010 |
Support vector machine C Cortes, V Vapnik Machine learning 20 (3), 273-297, 1995 | 1549 | 1995 |
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 | 1063 | 1994 |
MNIST handwritten digit database. 2010 Y LeCun, C Cortes, C Burges URL http://yann. lecun. com/exdb/mnist 7 (23), 6, 2010 | 998 | 2010 |
Comparison of learning algorithms for handwritten digit recognition Y LeCun, L Jackel, L Bottou, A Brunot, C Cortes, J Denker, H Drucker, ... International conference on artificial neural networks 60 (1), 53-60, 1995 | 930 | 1995 |
Learning algorithms for classification: A comparison on handwritten digit recognition Y LeCun, LD Jackel, L Bottou, C Cortes, JS Denker, H Drucker, I Guyon, ... Neural networks: the statistical mechanics perspective 261 (276), 2, 1995 | 825 | 1995 |
AUC optimization vs. error rate minimization C Cortes, M Mohri Advances in neural information processing systems 16, 2003 | 819 | 2003 |
Algorithms for learning kernels based on centered alignment C Cortes, M Mohri, A Rostamizadeh The Journal of Machine Learning Research 13 (1), 795-828, 2012 | 599 | 2012 |
L2 regularization for learning kernels C Cortes, M Mohri, A Rostamizadeh arXiv preprint arXiv:1205.2653, 2012 | 587 | 2012 |
Boosting and other ensemble methods H Drucker, C Cortes, LD Jackel, Y LeCun, V Vapnik Neural computation 6 (6), 1289-1301, 1994 | 514 | 1994 |
WSupport-vector network C Cortes Machine learning 20, 1-25, 1995 | 474 | 1995 |
Boosting decision trees H Drucker, C Cortes Advances in neural information processing systems 8, 1995 | 438 | 1995 |
Sample selection bias correction theory C Cortes, M Mohri, M Riley, A Rostamizadeh International conference on algorithmic learning theory, 38-53, 2008 | 415 | 2008 |
Learning bounds for importance weighting C Cortes, Y Mansour, M Mohri Advances in neural information processing systems 23, 2010 | 408 | 2010 |
Learning non-linear combinations of kernels C Cortes, M Mohri, A Rostamizadeh Advances in neural information processing systems 22, 2009 | 375 | 2009 |
Adanet: Adaptive structural learning of artificial neural networks C Cortes, X Gonzalvo, V Kuznetsov, M Mohri, S Yang International conference on machine learning, 874-883, 2017 | 354 | 2017 |
Hancock: a language for extracting signatures from data streams C Cortes, K Fisher, D Pregibon, A Rogers Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000 | 289 | 2000 |
Learning with rejection C Cortes, G DeSalvo, M Mohri Algorithmic Learning Theory: 27th International Conference, ALT 2016, Bari …, 2016 | 288 | 2016 |
Rational kernels: Theory and algorithms C Cortes, P Haffner, M Mohri Journal of Machine Learning Research 5 (Aug), 1035-1062, 2004 | 249 | 2004 |