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Authors whose works are in public domain in at least one jurisdiction

List of works by John D. Lafferty

A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements

A correlated topic model of Science

article

Blossom Tree Graphical Models

scientific article published in January 2014

Boosting and Maximum Likelihood for Exponential Models

article by Guy Lebanon & John D. Lafferty published 2002 in Advances in Neural Information Processing Systems 14

Compressed Regression

scientific article published in January 2008

Conditional Models on the Ranking Poset

scientific article published in January 2003

Correlated Topic Models

scientific article published in January 2006

Exponential Concentration for Mutual Information Estimation with Application to Forests

scientific article published in January 2012

Graph-Valued Regression

High-Dimensional Graphical Model Selection Using ℓ1-Regularized Logistic Regression

scientific article published in January 2007

Information Diffusion Kernels

scientific article published in January 2003

Local Minimax Complexity of Stochastic Convex Optimization

scientific article published in January 2016

Mixed-membership models of scientific publications

scholarly article

Nonparametric Reduced Rank Regression

scientific article published in January 2012

Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning

Nonparametric regression and classification with joint sparsity constraints

Preconditioner Approximations for Probabilistic Graphical Models

scientific article published in January 2006

Quantized Estimation of Gaussian Sequence Models in Euclidean Balls

scientific article published in January 2014

Rodeo: Sparse Nonparametric Regression in High Dimensions

scientific article published in January 2006

Selective inference for group-sparse linear models

scientific article published in January 2016

SpAM: Sparse Additive Models

scientific article published in January 2008

Statistical Analysis of Semi-Supervised Regression

scientific article published in January 2008

Surfing: Iterative Optimization Over Incrementally Trained Deep Networks

scientific article published in January 2019

The huge Package for High-dimensional Undirected Graph Estimation in R.

scientific article published on April 2012