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Model Selection

Papers archive 2025-07-28

archive papers tagged: 2,050 · with a code link: 658 · where Syntology ran a sample: 141 (115 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (141 of 2,050 tagged: 115 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)

Page 21 of 21: papers 2,001 to 2,050 of 2,050, 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.

• On model selection consistency of regularized M-estimators
  31 May 2013 0 repositories listed
• Efficient Estimation of the number of neighbours in Probabilistic K Nearest Neighbour Classification
  5 May 2013 0 repositories listed
• Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition
  2 May 2013 0 repositories listed
• A Junction Tree Framework for Undirected Graphical Model Selection
  17 Apr 2013 0 repositories listed
• Group-Sparse Model Selection: Hardness and Relaxations
  13 Mar 2013 0 repositories listed
• Laplace's Method Approximations for Probabilistic Inference in Belief Networks with Continuous Variables
  27 Feb 2013 0 repositories listed
• Asymptotic Model Selection for Directed Networks with Hidden Variables
  13 Feb 2013 0 repositories listed
• Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory
  17 Jan 2013 0 repositories listed
• Minimally-Supervised Morphological Segmentation using Adaptor Grammars
  1 Jan 2013 0 repositories listed
• Mixture Model Averaging for Clustering
  23 Dec 2012 0 repositories listed
• Active Comparison of Prediction Models
  1 Dec 2012 0 repositories listed
• Dimensionality Dependent PAC-Bayes Margin Bound
  1 Dec 2012 0 repositories listed
• Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
  1 Dec 2012 0 repositories listed
• Weighted Likelihood Policy Search with Model Selection
  1 Dec 2012 0 repositories listed
• Deep Gaussian Processes
  2 Nov 2012 0 repositories listed
• Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation
  22 Oct 2012 0 repositories listed
• Online Learning with Predictable Sequences
  18 Aug 2012 0 repositories listed
• Model Selection for Degree-corrected Block Models
  17 Jul 2012 0 repositories listed
• Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection
  1 Jul 2012 0 repositories listed
• Asymptotic Accuracy of Distribution-Based Estimation for Latent Variables
  10 Apr 2012 0 repositories listed
• Convergence Properties of Kronecker Graphical Lasso Algorithms
  3 Apr 2012 0 repositories listed
• A Multi-objective Exploratory Procedure for Regression Model Selection
  28 Mar 2012 0 repositories listed
• Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes
  5 Mar 2012 0 repositories listed
• PAC-Bayesian Policy Evaluation for Reinforcement Learning
  14 Feb 2012 0 repositories listed
• Greedy Model Averaging
  1 Dec 2011 0 repositories listed
• High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
  1 Dec 2011 0 repositories listed
• On U-processes and clustering performance
  1 Dec 2011 0 repositories listed
• Simultaneous Sampling and Multi-Structure Fitting with Adaptive Reversible Jump MCMC
  1 Dec 2011 0 repositories listed
• Sparse Estimation with Structured Dictionaries
  1 Dec 2011 0 repositories listed
• The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers
  1 Dec 2011 0 repositories listed
• Face Recognition using Optimal Representation Ensemble
  3 Oct 2011 0 repositories listed
• Discriminative Clustering by Regularized Information Maximization
  1 Dec 2010 0 repositories listed
• PAC-Bayesian Model Selection for Reinforcement Learning
  1 Dec 2010 0 repositories listed
• Probabilistic latent variable models for distinguishing between cause and effect
  1 Dec 2010 0 repositories listed
• The LASSO risk: asymptotic results and real world examples
  1 Dec 2010 0 repositories listed
• Classification with Scattering Operators
  12 Nov 2010 0 repositories listed
• Regularization for Cox's proportional hazards model with NP-dimensionality
  25 Oct 2010 0 repositories listed
• Adaptive Design Optimization in Experiments with People
  1 Dec 2009 0 repositories listed
• Data-driven calibration of linear estimators with minimal penalties
  1 Dec 2009 0 repositories listed
• Inter-domain Gaussian Processes for Sparse Inference using Inducing Features
  1 Dec 2009 0 repositories listed
• Sparsistent Learning of Varying-coefficient Models with Structural Changes
  1 Dec 2009 0 repositories listed
• Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation
  1 Dec 2009 0 repositories listed
• An Homotopy Algorithm for the Lasso with Online Observations
  1 Dec 2008 0 repositories listed
• Model selection and velocity estimation using novel priors for motion patterns
  1 Dec 2008 0 repositories listed
• On the Reliability of Clustering Stability in the Large Sample Regime
  1 Dec 2008 0 repositories listed
• Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation
  1 Dec 2007 0 repositories listed
• On Sparsity and Overcompleteness in Image Models
  1 Dec 2007 0 repositories listed
• Predictive Matrix-Variate t Models
  1 Dec 2007 0 repositories listed
• Robust Regression with Twinned Gaussian Processes
  1 Dec 2007 0 repositories listed
• A Bayesian Approach to Network Modularity
  21 Sep 2007 0 repositories listed