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All publications by Saharon Rosset
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Decomposing Isotonic Regression for Efficiently Solving Large Problems
Ronny Luss, Saharon Rosset and Moni Shahar
Advances in Neural Information Processing Systems 23, 2010


Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression
Saharon Rosset
Journal of Machine Learning Research, 2009


Bi-level path following for cross validated solution of kernel quantile regression
Saharon Rosset
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


ROC confidence bands: an empirical evaluation
Sofus A. Macskassy, Foster J. Provost and Saharon Rosset
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Model selection via the AUC
Saharon Rosset
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Boosting as a Regularized Path to a Maximum Margin Classifier
Saharon Rosset, Ji Zhu and Trevor Hastie
Journal of Machine Learning Research, 2004


A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning
Saharon Rosset, Ji Zhu, Hui Zou and Trevor J. Hastie
Advances in Neural Information Processing Systems 17, 2004


The Entire Regularization Path for the Support Vector Machine
Saharon Rosset, Robert Tibshirani, Ji Zhu and Trevor J. Hastie
Advances in Neural Information Processing Systems 17, 2004


Following Curved Regularized Optimization Solution Paths
Saharon Rosset
Advances in Neural Information Processing Systems 17, 2004


The Entire Regularization Path for the Support Vector Machine
Trevor Hastie, Saharon Rosset, Robert Tibshirani and Ji Zhu
Journal of Machine Learning Research, 2004


Margin Maximizing Loss Functions
Saharon Rosset, Ji Zhu and Trevor J. Hastie
Advances in Neural Information Processing Systems 16, 2003


1-norm Support Vector Machines
Ji Zhu, Saharon Rosset, Robert Tibshirani and Trevor J. Hastie
Advances in Neural Information Processing Systems 16, 2003


Boosting Density Estimation
Saharon Rosset and Eran Segal
Advances in Neural Information Processing Systems 15, 2002