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Variable Selection

Papers archive 2025-07-28

archive papers tagged: 566 · with a code link: 145 · where Syntology ran a sample: 9 (7 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (9 of 566 tagged: 7 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 6 of 6: papers 501 to 566 of 566, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Regularization vs. Relaxation: A conic optimization perspective of statistical variable selection
  20 Oct 2015 0 repositories listed
• Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre
  9 Sep 2015 0 repositories listed
• The evolution of carrying capacity in constrained and expanding tumour cell populations
  14 Aug 2015 0 repositories listed
• The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization
  8 Aug 2015 0 repositories listed
• Elastic Net Procedure for Partially Linear Models
  22 Jul 2015 0 repositories listed
• The mRMR variable selection method: a comparative study for functional data
  13 Jul 2015 0 repositories listed
• High-dimensional Ordinary Least-squares Projection for Screening Variables
  5 Jun 2015 0 repositories listed
• On the Computational Complexity of High-Dimensional Bayesian Variable Selection
  29 May 2015 0 repositories listed
• Provable Sparse Tensor Decomposition
  5 Feb 2015 0 repositories listed
• Accurate Estimation of Quantitative Trait Locus Effects with Epistatic by Improved Variational Linear Regression
  12 Jan 2015 0 repositories listed
• Equitability of Dependence Measure
  9 Jan 2015 0 repositories listed
• Breaking the Curse of Dimensionality with Convex Neural Networks
  30 Dec 2014 0 repositories listed
• Support recovery without incoherence: A case for nonconvex regularization
  17 Dec 2014 0 repositories listed
• PLUTO: Penalized Unbiased Logistic Regression Trees
  25 Nov 2014 0 repositories listed
• Optimal variable selection in multi-group sparse discriminant analysis
  23 Nov 2014 0 repositories listed
• Group Regularized Estimation under Structural Hierarchy
  17 Nov 2014 0 repositories listed
• Faithful Variable Screening for High-Dimensional Convex Regression
  7 Nov 2014 0 repositories listed
• Controlling false discoveries in high-dimensional situations: Boosting with stability selection
  5 Nov 2014 0 repositories listed
• Feature Selection through Minimization of the VC dimension
  27 Oct 2014 0 repositories listed
• Median Selection Subset Aggregation for Parallel Inference
  24 Oct 2014 0 repositories listed
• Penalized versus constrained generalized eigenvalue problems
  22 Oct 2014 0 repositories listed
• Sparse Additive Model using Symmetric Nonnegative Definite Smoothers
  8 Sep 2014 0 repositories listed
• Efficient Regularized Regression for Variable Selection with L0 Penalty
  28 Jul 2014 0 repositories listed
• Extensions of stability selection using subsamples of observations and covariates
  18 Jul 2014 0 repositories listed
• Sequential Advantage Selection for Optimal Treatment Regimes
  20 May 2014 0 repositories listed
• A Permutation Approach for Selecting the Penalty Parameter in Penalized Model Selection
  8 Apr 2014 0 repositories listed
• Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX
  2 Apr 2014 0 repositories listed
• Selective Factor Extraction in High Dimensions
  25 Mar 2014 0 repositories listed
• Simultaneous sparse estimation of canonical vectors in the p>>N setting
  24 Mar 2014 0 repositories listed
• Sparse Quantile Huber Regression for Efficient and Robust Estimation
  19 Feb 2014 0 repositories listed
• Feature and Variable Selection in Classification
  10 Feb 2014 0 repositories listed
• Sparse Bayesian Unsupervised Learning
  30 Jan 2014 0 repositories listed
• Monte Carlo Simulation for Lasso-Type Problems by Estimator Augmentation
  17 Jan 2014 0 repositories listed
• Inference in High Dimensions with the Penalized Score Test
  12 Jan 2014 0 repositories listed
• Oracle Inequalities for Convex Loss Functions with Non-Linear Targets
  12 Dec 2013 0 repositories listed
• bartMachine: Machine Learning with Bayesian Additive Regression Trees
  8 Dec 2013 0 repositories listed
• Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset
  23 Sep 2013 0 repositories listed
• High dimensional Sparse Gaussian Graphical Mixture Model
  15 Aug 2013 0 repositories listed
• Confidence Sets Based on Thresholding Estimators in High-Dimensional Gaussian Regression Models
  14 Aug 2013 0 repositories listed
• Optimal Feature Selection in High-Dimensional Discriminant Analysis
  27 Jun 2013 0 repositories listed
• Randomized maximum-contrast selection: subagging for large-scale regression
  14 Jun 2013 0 repositories listed
• Mean field variational Bayesian inference for support vector machine classification
  13 May 2013 0 repositories listed
• A Rank Minrelation - Majrelation Coefficient
  9 May 2013 0 repositories listed
• Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension
  10 Mar 2013 0 repositories listed
• Bayesian Compressed Regression
  4 Mar 2013 0 repositories listed
• Gradient-based kernel method for feature extraction and variable selection
  1 Dec 2012 0 repositories listed
• APPLE: Approximate Path for Penalized Likelihood Estimators
  2 Nov 2012 0 repositories listed
• Mixture model for designs in high dimensional regression and the LASSO
  17 Oct 2012 0 repositories listed
• Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
  10 Sep 2012 0 repositories listed
• Consistent selection of tuning parameters via variable selection stability
  16 Aug 2012 0 repositories listed
• High-Dimensional Screening Using Multiple Grouping of Variables
  9 Aug 2012 0 repositories listed
• Structured Estimation in Nonparameteric Cox Model
  18 Jul 2012 0 repositories listed
• Multivariate Bernoulli distribution
  8 Jun 2012 0 repositories listed
• Optimality of Graphlet Screening in High Dimensional Variable Selection
  29 Apr 2012 0 repositories listed
• A Multi-objective Exploratory Procedure for Regression Model Selection
  28 Mar 2012 0 repositories listed
• EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning
  1 Dec 2011 0 repositories listed
• A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
  16 Aug 2011 0 repositories listed
• A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
  1 Dec 2010 0 repositories listed
• Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference
  1 Dec 2010 0 repositories listed
• Multivariate Dyadic Regression Trees for Sparse Learning Problems
  1 Dec 2010 0 repositories listed
• Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction
  1 Dec 2009 0 repositories listed
• Nonparametric Greedy Algorithms for the Sparse Learning Problem
  1 Dec 2009 0 repositories listed
• Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation
  1 Dec 2009 0 repositories listed
• Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
  1 Dec 2008 0 repositories listed
• Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning
  9 Sep 2008 0 repositories listed
• Catching Change-points with Lasso
  1 Dec 2007 0 repositories listed