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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 20 of 21: papers 1,901 to 2,000 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.

• Homotopy Continuation Approaches for Robust SV Classification and Regression
  12 Jul 2015 0 repositories listed
• Model Selection for Type-Supervised Learning with Application to POS Tagging
  1 Jul 2015 0 repositories listed
• On the Equivalence of Factorized Information Criterion Regularization and the Chinese Restaurant Process Prior
  30 Jun 2015 0 repositories listed
• Selective Inference and Learning Mixed Graphical Models
  30 Jun 2015 0 repositories listed
• Factorized Asymptotic Bayesian Inference for Factorial Hidden Markov Models
  26 Jun 2015 0 repositories listed
• Detecting adaptive evolution in phylogenetic comparative analysis using the Ornstein-Uhlenbeck model
  25 Jun 2015 0 repositories listed
• A simple application of FIC to model selection
  19 Jun 2015 0 repositories listed
• Information-based inference for singular models and finite sample sizes: A frequentist information criterion
  19 Jun 2015 0 repositories listed
• Generalized Additive Model Selection
  11 Jun 2015 0 repositories listed
• Data-Driven Learning of the Number of States in Multi-State Autoregressive Models
  6 Jun 2015 0 repositories listed
• Bayesian Adaptive Matrix Factorization With Automatic Model Selection
  1 Jun 2015 0 repositories listed
• Automatic Relevance Determination For Deep Generative Models
  28 May 2015 0 repositories listed
• Bootstrapped Adaptive Threshold Selection for Statistical Model Selection and Estimation
  13 May 2015 0 repositories listed
• Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study
  9 May 2015 0 repositories listed
• Cats & Co: Categorical Time Series Coclustering
  6 May 2015 0 repositories listed
• Kernel Spectral Clustering and applications
  3 May 2015 0 repositories listed
• Response-based Learning for Machine Translation of Open-domain Database Queries
  1 May 2015 0 repositories listed
• Model Selection and Overfitting in Genetic Programming: Empirical Study [Extended Version]
  30 Apr 2015 0 repositories listed
• Meta learning of bounds on the Bayes classifier error
  27 Apr 2015 0 repositories listed
• Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood
  22 Apr 2015 0 repositories listed
• Time Resolution Dependence of Information Measures for Spiking Neurons: Atoms, Scaling, and Universality
  18 Apr 2015 0 repositories listed
• Comparison of Bayesian predictive methods for model selection
  30 Mar 2015 0 repositories listed
• Qualitative inequalities for squared partial correlations of a Gaussian random vector
  12 Mar 2015 0 repositories listed
• Model selection of polynomial kernel regression
  7 Mar 2015 0 repositories listed
• A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines
  5 Feb 2015 0 repositories listed
• Dirichlet Process Parsimonious Mixtures for clustering
  14 Jan 2015 0 repositories listed
• Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010
  13 Jan 2015 0 repositories listed
• Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics
  12 Jan 2015 0 repositories listed
• On model misspecification and KL separation for Gaussian graphical models
  10 Jan 2015 0 repositories listed
• Marginal likelihood and model selection for Gaussian latent tree and forest models
  29 Dec 2014 0 repositories listed
• Model Selection in High-Dimensional Misspecified Models
  23 Dec 2014 0 repositories listed
• Testing and Confidence Intervals for High Dimensional Proportional Hazards Model
  16 Dec 2014 0 repositories listed
• The application of the Bayes Ying Yang harmony based GMMs in on-line signature verification
  13 Dec 2014 0 repositories listed
• Quantile universal threshold: model selection at the detection edge for high-dimensional linear regression
  5 Dec 2014 0 repositories listed
• How Many Communities Are There?
  4 Dec 2014 0 repositories listed
• QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models
  1 Dec 2014 0 repositories listed
• A Nonparametric Bayesian Approach to Uncovering Rat Hippocampal Population Codes During Spatial Navigation
  27 Nov 2014 0 repositories listed
• Convex Techniques for Model Selection
  27 Nov 2014 0 repositories listed
• Clustering evolving data using kernel-based methods
  20 Nov 2014 0 repositories listed
• How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets
  14 Nov 2014 0 repositories listed
• Greedy metrics in orthogonal greedy learning
  13 Nov 2014 0 repositories listed
• Sparse Modeling for Image and Vision Processing
  12 Nov 2014 0 repositories listed
• Bayesian Evidence and Model Selection
  11 Nov 2014 0 repositories listed
• Median Selection Subset Aggregation for Parallel Inference
  24 Oct 2014 0 repositories listed
• Model Selection for Topic Models via Spectral Decomposition
  23 Oct 2014 0 repositories listed
• Bayesian Robust Tensor Factorization for Incomplete Multiway Data
  9 Oct 2014 0 repositories listed
• Graphical LASSO Based Model Selection for Time Series
  5 Oct 2014 0 repositories listed
• Learning manifold to regularize nonnegative matrix factorization
  3 Oct 2014 0 repositories listed
• Unsupervised learning of regression mixture models with unknown number of components
  24 Sep 2014 0 repositories listed
• Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection
  12 Sep 2014 0 repositories listed
• "Look Ma, No Hands!" A Parameter-Free Topic Model
  10 Sep 2014 0 repositories listed
• Kernel-based Information Criterion
  25 Aug 2014 0 repositories listed
• Robust Graphical Modeling with t-Distributions
  9 Aug 2014 0 repositories listed
• Volumes of logistic regression models with applications to model selection
  5 Aug 2014 0 repositories listed
• Nonparametric Hierarchical Clustering of Functional Data
  2 Jul 2014 0 repositories listed
• Automatic Dimension Selection for a Non-negative Factorization Approach to Clustering Multiple Random Graphs
  24 Jun 2014 0 repositories listed
• Reliable ABC model choice via random forests
  24 Jun 2014 0 repositories listed
• Techniques for clustering interaction data as a collection of graphs
  24 Jun 2014 0 repositories listed
• Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning
  15 Jun 2014 0 repositories listed
• SCAMS: Simultaneous Clustering and Model Selection
  1 Jun 2014 0 repositories listed
• Learning with many experts: model selection and sparsity
  13 May 2014 0 repositories listed
• Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models
  6 May 2014 0 repositories listed
• Model Consistency of Partly Smooth Regularizers
  5 May 2014 0 repositories listed
• Learning from Domain Complexity
  1 May 2014 0 repositories listed
• Active Learning for Undirected Graphical Model Selection
  13 Apr 2014 0 repositories listed
• A Permutation Approach for Selecting the Penalty Parameter in Penalized Model Selection
  8 Apr 2014 0 repositories listed
• Selective Factor Extraction in High Dimensions
  25 Mar 2014 0 repositories listed
• Optimal interval clustering: Application to Bregman clustering and statistical mixture learning
  11 Mar 2014 0 repositories listed
• Exact Post Model Selection Inference for Marginal Screening
  23 Feb 2014 0 repositories listed
• Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression
  23 Feb 2014 0 repositories listed
• Classification with Sparse Overlapping Groups
  18 Feb 2014 0 repositories listed
• Student-t Processes as Alternatives to Gaussian Processes
  18 Feb 2014 0 repositories listed
• An Algorithmic Framework for Computing Validation Performance Bounds by Using Suboptimal Models
  10 Feb 2014 0 repositories listed
• Sequential Model-Based Ensemble Optimization
  4 Feb 2014 0 repositories listed
• A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
  1 Jan 2014 0 repositories listed
• A model selection approach for clustering a multinomial sequence with non-negative factorization
  29 Dec 2013 0 repositories listed
• Markov Network Structure Learning via Ensemble-of-Forests Models
  17 Dec 2013 0 repositories listed
• Bayesian Hierarchical Community Discovery
  1 Dec 2013 0 repositories listed
• Factorized Asymptotic Bayesian Inference for Latent Feature Models
  1 Dec 2013 0 repositories listed
• Learning Adaptive Value of Information for Structured Prediction
  1 Dec 2013 0 repositories listed
• On model selection consistency of penalized M-estimators: a geometric theory
  1 Dec 2013 0 repositories listed
• Sparse Inverse Covariance Estimation with Calibration
  1 Dec 2013 0 repositories listed
• Exact post-selection inference, with application to the lasso
  25 Nov 2013 0 repositories listed
• Score-based Causal Learning in Additive Noise Models
  25 Nov 2013 0 repositories listed
• Compressive Nonparametric Graphical Model Selection For Time Series
  13 Nov 2013 0 repositories listed
• Aggregation of Affine Estimators
  12 Nov 2013 0 repositories listed
• Parsimonious Shifted Asymmetric Laplace Mixtures
  1 Nov 2013 0 repositories listed
• Combined l_1 and greedy l_0 penalized least squares for linear model selection
  22 Oct 2013 0 repositories listed
• Speedy Model Selection (SMS) for Copula Models
  26 Sep 2013 0 repositories listed
• Likelihood Adaptively Modified Penalties
  23 Aug 2013 0 repositories listed
• Risk-consistency of cross-validation with lasso-type procedures
  4 Aug 2013 0 repositories listed
• A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees
  20 Jul 2013 0 repositories listed
• The Cluster Graphical Lasso for improved estimation of Gaussian graphical models
  19 Jul 2013 0 repositories listed
• Fuzzy Fibers: Uncertainty in dMRI Tractography
  11 Jul 2013 0 repositories listed
• Bridging Information Criteria and Parameter Shrinkage for Model Selection
  8 Jul 2013 0 repositories listed
• An Efficient Model Selection for Gaussian Mixture Model in a Bayesian Framework
  3 Jul 2013 0 repositories listed
• Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM
  1 Jul 2013 0 repositories listed
• A Variational Approximations-DIC Rubric for Parameter Estimation and Mixture Model Selection Within a Family Setting
  23 Jun 2013 0 repositories listed
• Segmentation et Interprétation de Nuages de Points pour la Modélisation d'Environnements Urbains
  13 Jun 2013 0 repositories listed
• Generative Model Selection Using a Scalable and Size-Independent Complex Network Classifier
  10 Jun 2013 0 repositories listed