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Corinna Cortes
Corinna Cortes
Google Research, NY
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Support-vector networks
C Cortes, V Vapnik
Machine learning 20, 273-297, 1995
640631995
MNIST handwritten digit database
Y LeCun, C Cortes, C Burges
50322010
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
14601995
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
10391994
MNIST handwritten digit database. 2010
Y LeCun, C Cortes, CJ Burges
URL http://yann. lecun. com/exdb/mnist 7 (23), 6, 2010
9302010
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
9061995
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems 16, 2003
7912003
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
7791995
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
5372012
L2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
arXiv preprint arXiv:1205.2653, 2012
5072012
Boosting and other ensemble methods
H Drucker, C Cortes, LD Jackel, Y LeCun, V Vapnik
Neural computation 6 (6), 1289-1301, 1994
4961994
Boosting decision trees
H Drucker, C Cortes
Advances in neural information processing systems 8, 1995
4321995
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
3962008
Learning bounds for importance weighting
C Cortes, Y Mansour, M Mohri
Advances in neural information processing systems 23, 2010
3702010
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
Advances in neural information processing systems 22, 2009
3702009
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
3342017
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
2842000
Advances in neural information processing systems
S Han, J Pool, J Tran, W Dally, C Cortes, N Lawrence, D Lee, ...
Neural Information Processing Systems Foundation, 609-616, 2015
2572015
Learning with rejection
C Cortes, G DeSalvo, M Mohri
Algorithmic Learning Theory: 27th International Conference, ALT 2016, Bari …, 2016
2442016
Rational kernels: Theory and algorithms
C Cortes, P Haffner, M Mohri
Journal of Machine Learning Research 5 (Aug), 1035-1062, 2004
2432004
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Artikelen 1–20