John Lafferty

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5929-220X

University of Chicago

Publications

• Faithful variable screening for high-dimensional convex regression — The Annals of Statistics 2016
• The huge Package for High-dimensional Undirected Graph Estimation in R — Journal of Machine Learning Research 2012 (name-matched, not ORCID-linked)
• High-dimensional semiparametric Gaussian copula graphical models — The Annals of Statistics 2012
• Forest Density Estimation — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
• Union Support Recovery in Multi-task Learning — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
• The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs — Journal of Machine Learning Research 2009 (name-matched, not ORCID-linked)
• Sparse additive models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• Rodeo: Sparse, greedy nonparametric regression — The Annals of Statistics 2008 (name-matched, not ORCID-linked)
• Correction: A correlated topic model of Science — The Annals of Applied Statistics 2007
• Diffusion Kernels on Statistical Manifolds — Journal of Machine Learning Research 2005 (name-matched, not ORCID-linked)