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Impact Factor
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Most Cited Articles of Journal of Machine Learning Research

MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions20162.2K
Quantile Graphical Models: Bayesian Approaches2020483
Mixed Membership Stochastic Blockmodels2008424
Spectral Regularization Algorithms for Learning Large Incomplete Matrices2010257
Differentially Private Empirical Risk Minimization2011161
Ultrahigh dimensional feature selection: beyond the linear model2009148
The huge Package for High-dimensional Undirected Graph Estimation in R2012141
Learning and Planning for Time-Varying MDPs Using Maximum Likelihood Estimation.2021123
Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife2014106
A Generalization Error for Q-Learning200587
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares201565
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models201363
Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso201259
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives201258
Node-Based Learning of Multiple Gaussian Graphical Models201454
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods200943
Linear Fitted-Q Iteration with Multiple Reward Functions201234
CVXPY: A Python-Embedded Modeling Language for Convex Optimization201634
Extracting PICO Sentences from Clinical Trial Reports using201632
Distributions of Angles in Random Packing on Spheres201330
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification200326
Learning Graphical Models With Hubs201425
Graphical Models via Univariate Exponential Family Distributions201525
Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty201324
Network Granger Causality with Inherent Grouping Structure201522