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All publications by Corinna Cortes
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Structural Maxent Models
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri and Umar Syed
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Deep Boosting
Corinna Cortes, Mehryar Mohri and Umar Syed
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Ensemble Methods for Structured Prediction
Corinna Cortes, Vitaly Kuznetsov and Mehryar Mohri
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Multi-Class Classification with Maximum Margin Multiple Kernel
Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Learning Kernels Using Local Rademacher Complexity
Corinna Cortes, Marius Kloft and Mehryar Mohri
Advances in Neural Information Processing Systems 26, 2013


Accuracy at the Top
Stephen Boyd, Corinna Cortes, Mehryar Mohri and Ana Radovanovic
Advances in Neural Information Processing Systems 25, 2012


Generalization Bounds for Learning Kernels
Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Two-Stage Learning Kernel Algorithms
Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Learning Bounds for Importance Weighting
Corinna Cortes, Yishay Mansour and Mehryar Mohri
Advances in Neural Information Processing Systems 23, 2010


On the Impact of Kernel Approximation on Learning Accuracy
Corinna Cortes, Mehryar Mohri and Ameet Talwalkar
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Half Transductive Ranking
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes and Mehryar Mohri
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Invited talk: Can learning kernels help performance?
Corinna Cortes
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Polynomial Semantic Indexing
Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes and Mehryar Mohri
Advances in Neural Information Processing Systems 22, 2009


Learning Non-Linear Combinations of Kernels
Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh
Advances in Neural Information Processing Systems 22, 2009


Stability of transductive regression algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony and Ashish Rastogi
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Magnitude-preserving ranking algorithms
Corinna Cortes, Mehryar Mohri and Ashish Rastogi
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


On Transductive Regression
Corinna Cortes and Mehryar Mohri
Advances in Neural Information Processing Systems 19, 2006


A general regression technique for learning transductions
Corinna Cortes, Mehryar Mohri and Jason Weston
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Distribution kernels based on moments of counts
Corinna Cortes and Mehryar Mohri
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Distribution kernels based on moments of counts
Corinna Cortes and Mehryar Mohri
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Confidence Intervals for the Area Under the ROC Curve
Corinna Cortes and Mehryar Mohri
Advances in Neural Information Processing Systems 17, 2004


Rational Kernels: Theory and Algorithms
Corinna Cortes, Patrick Haffner and Mehryar Mohri
Journal of Machine Learning Research, 2004


AUC Optimization vs. Error Rate Minimization
Corinna Cortes and Mehryar Mohri
Advances in Neural Information Processing Systems 16, 2003


Rational Kernels
Corinna Cortes, Patrick Haffner and Mehryar Mohri
Advances in Neural Information Processing Systems 15, 2002