Corinna Cortes
Corinna Cortes
Google Research, NY
Verified email at google.com - Homepage
TitleCited byYear
Support-vector networks
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
388971995
The MNIST database of handwritten digits
Y LeCun
http://yann. lecun. com/exdb/mnist/, 1998
25111998
MNIST handwritten digit database
Y LeCun, C Cortes, CJ Burges
9112010
Support vector machine
C Cortes, V Vapnik
Machine learning 20 (3), 273-297, 1995
8861995
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
8321994
Comparison of learning algorithms for handwritten digit recognition
Y LeCun, LD Jackel, L Bottou, A Brunot, C Cortes, JS Denker, H Drucker, ...
International conference on artificial neural networks 60, 53-60, 1995
6451995
AUC optimization vs. error rate minimization
C Cortes, M Mohri
Advances in neural information processing systems, 313-320, 2004
5542004
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, 1995
4731995
Boosting and other ensemble methods
H Drucker, C Cortes, LD Jackel, Y LeCun, V Vapnik
Neural Computation 6 (6), 1289-1301, 1994
3801994
Mnist handwritten digit database. AT&T Labs
Y LeCun, C Cortes, CJ Burges
3092010
Machine learning
C Cortes, V Vapnik
Support vector networks 20 (3), 25, 1995
3071995
Boosting decision trees
H Drucker, C Cortes
Advances in neural information processing systems, 479-485, 1996
3061996
Learning non-linear combinations of kernels
C Cortes, M Mohri, A Rostamizadeh
Advances in neural information processing systems, 396-404, 2009
2842009
Algorithms for learning kernels based on centered alignment
C Cortes, M Mohri, A Rostamizadeh
Journal of Machine Learning Research 13 (Mar), 795-828, 2012
2722012
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
2532000
The MNIST database of handwritten digits, 1998
Y LeCun, C Cortes, CJC Burges
URL http://yann. lecun. com/exdb/mnist 10, 34, 1998
2331998
Edit-distance of weighted automata: General definitions and algorithms
M Mohri
International Journal of Foundations of Computer Science 14 (06), 957-982, 2003
220*2003
Sample selection bias correction theory
C Cortes, M Mohri, M Riley, A Rostamizadeh
International conference on algorithmic learning theory, 38-53, 2008
2182008
MNIST handwritten digit database. 2010
Y LeCun, C Cortes, CJ Burges
URL http://yann. lecun. com/exdb/mnist 7, 23, 2010
2022010
Rational kernels: Theory and algorithms
C Cortes, P Haffner, M Mohri
Journal of Machine Learning Research 5 (Aug), 1035-1062, 2004
2002004
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Articles 1–20