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All publications by Robert Tibshirani
authors venues years



Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods
Holger Höfling and Robert Tibshirani
Journal of Machine Learning Research, 2009


Margin Trees for High-dimensional Classification
Robert Tibshirani and Trevor Hastie
Journal of Machine Learning Research, 2007


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


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


Independent Components Analysis through Product Density Estimation
Robert Tibshirani and Trevor J. Hastie
Advances in Neural Information Processing Systems 15, 2002