NIPS Proceedings
β
Books
Trevor J. Hastie
7 Papers
One sketch for all: Theory and Application of Conditional Random Sampling
(2008)
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections
(2007)
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
(2006)
A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning
(2004)
The Entire Regularization Path for the Support Vector Machine
(2004)
1-norm Support Vector Machines
(2003)
Margin Maximizing Loss Functions
(2003)