Corinna Cortes
Corinna Cortes
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Title
Cited by
Cited by
Year
Support-vector networks
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
503091995
MNIST handwritten digit database
Y LeCun, C Cortes, C Burges
22282010
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
11551995
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
9341994
Mnist handwritten digit database. AT&T Labs
Y LeCun, C Cortes, CJ Burges
8322010
Comparison of learning algorithms for handwritten digit recognition
Y LeCun, LD Jackel, L Bottou, A Brunot, C Cortes, J Denker, H Drucker, ...
International conference on artificial neural networks 60, 53-60, 1995
7971995
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems 16, 313-320, 2003
6922003
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
6151995
MNIST handwritten digit database. 2010
Y LeCun, C Cortes, CJ Burges
URL http://yann. lecun. com/exdb/mnist 7 (23), 6, 2010
5242010
Boosting and other ensemble methods
H Drucker, C Cortes, LD Jackel, Y LeCun, V Vapnik
Neural computation 6 (6), 1289-1301, 1994
4301994
Machine learning
C Cortes, V Vapnik
Support vector networks 20 (3), 25, 1995
3781995
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
3772012
Boosting decision trees
H Drucker, C Cortes
Advances in neural information processing systems, 479-485, 1996
3671996
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
3392009
Advances in Neural Information Processing Systems 28
C Cortes, ND Lawarence, DD Lee, M Sugiyama, R Gamett
NIPS 2015, 2013
3162013
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
3142008
L2 regularization for learning kernels
C Cortes, M Mohri, A Rostamizadeh
arXiv preprint arXiv:1205.2653, 2012
2972012
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
2692000
Learning Bounds for Importance Weighting.
C Cortes, Y Mansour, M Mohri
Nips 10, 442-450, 2010
2572010
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
2192017
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