NIPS Proceedingsβ

John D. Lafferty

15 Papers

  • Exponential Concentration for Mutual Information Estimation with Application to Forests (2012)
  • Nonparametric Reduced Rank Regression (2012)
  • Graph-Valued Regression (2010)
  • Nonparametric regression and classification with joint sparsity constraints (2008)
  • Compressed Regression (2007)
  • SpAM: Sparse Additive Models (2007)
  • Statistical Analysis of Semi-Supervised Regression (2007)
  • High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression (2006)
  • Correlated Topic Models (2005)
  • Preconditioner Approximations for Probabilistic Graphical Models (2005)
  • Rodeo: Sparse Nonparametric Regression in High Dimensions (2005)
  • Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning (2004)
  • Conditional Models on the Ranking Poset (2002)
  • Information Diffusion Kernels (2002)
  • Boosting and Maximum Likelihood for Exponential Models (2001)

    • 2 Books

  • Advances in Neural Information Processing Systems 23 (2010)
  • Advances in Neural Information Processing Systems 22 (2009)