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All publications by Ji Zhu
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Hybrid huberized support vector machines for microarray classification
Li Wang, Ji Zhu and Hui Zou
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


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


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


Kernel Logistic Regression and the Import Vector Machine
Ji Zhu and Trevor Hastie
Advances in Neural Information Processing Systems 14, 2001