NIPS Proceedingsβ

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)