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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 19 of 21: papers 1,801 to 1,900 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 Bayesian Exponentially Embedded Family for Model Order Selection
  30 Mar 2017 0 repositories listed
• Bandit-Based Model Selection for Deformable Object Manipulation
  29 Mar 2017 0 repositories listed
• On the Use of Default Parameter Settings in the Empirical Evaluation of Classification Algorithms
  20 Mar 2017 0 repositories listed
• High SNR Consistent Compressive Sensing
  10 Mar 2017 0 repositories listed
• Exact Dimensionality Selection for Bayesian PCA
  8 Mar 2017 0 repositories listed
• The variational Laplace approach to approximate Bayesian inference
  2 Mar 2017 0 repositories listed
• Modeling non-stationarities in high-frequency financial time series
  27 Feb 2017 0 repositories listed
• Objective Bayesian Analysis for Change Point Problems
  17 Feb 2017 0 repositories listed
• Sharp Convergence Rates for Forward Regression in High-Dimensional Sparse Linear Models
  3 Feb 2017 0 repositories listed
• Luria-Delbruck, revisited: The classic experiment does not rule out Lamarckian evolution
  19 Jan 2017 0 repositories listed
• Parameter Selection Algorithm For Continuous Variables
  19 Jan 2017 0 repositories listed
• Online Learning with Regularized Kernel for One-class Classification
  17 Jan 2017 0 repositories listed
• Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection
  16 Jan 2017 0 repositories listed
• Optimal statistical decision for Gaussian graphical model selection
  9 Jan 2017 0 repositories listed
• Bayesian model selection consistency and oracle inequality with intractable marginal likelihood
  2 Jan 2017 0 repositories listed
• Network cross-validation by edge sampling
  14 Dec 2016 0 repositories listed
• Clipper: A Low-Latency Online Prediction Serving System
  9 Dec 2016 0 repositories listed
• Bayesian optimization for automated model selection
  1 Dec 2016 0 repositories listed
• Boosting for Efficient Model Selection for Syntactic Parsing
  1 Dec 2016 0 repositories listed
• PAG2ADMG: An Algorithm for the Complete Causal Enumeration of a Markov Equivalence Class
  1 Dec 2016 0 repositories listed
• Split LBI: An Iterative Regularization Path with Structural Sparsity
  1 Dec 2016 0 repositories listed
• Statistical Inference for Pairwise Graphical Models Using Score Matching
  1 Dec 2016 0 repositories listed
• Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting
  16 Nov 2016 0 repositories listed
• Analyzing Framing through the Casts of Characters in the News
  1 Nov 2016 0 repositories listed
• Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity
  23 Oct 2016 0 repositories listed
• Gaussian process modeling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria
  20 Oct 2016 0 repositories listed
• Robust and Parallel Bayesian Model Selection
  19 Oct 2016 0 repositories listed
• Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression
  18 Oct 2016 0 repositories listed
• Going off the Grid: Iterative Model Selection for Biclustered Matrix Completion
  18 Oct 2016 0 repositories listed
• Detection of intensity bursts using Hawkes processes: an application to high frequency financial data
  17 Oct 2016 0 repositories listed
• Communication-efficient Distributed Sparse Linear Discriminant Analysis
  15 Oct 2016 0 repositories listed
• Model Selection for Gaussian Process Regression by Approximation Set Coding
  4 Oct 2016 0 repositories listed
• Searching parsimonious solutions with GA-PARSIMONY and XGboost in high-dimensional databases
  1 Oct 2016 0 repositories listed
• Universum Learning for Multiclass SVM
  29 Sep 2016 0 repositories listed
• Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background
  26 Sep 2016 0 repositories listed
• Learning conditional independence structure for high-dimensional uncorrelated vector processes
  13 Sep 2016 0 repositories listed
• Feedback-Controlled Sequential Lasso Screening
  21 Aug 2016 0 repositories listed
• Large-scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions
  19 Aug 2016 0 repositories listed
• Bayesian Model Selection Methods for Mutual and Symmetric k-Nearest Neighbor Classification
  14 Aug 2016 0 repositories listed
• Learning Dynamic Hierarchical Models for Anytime Scene Labeling
  11 Aug 2016 0 repositories listed
• UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task
  1 Aug 2016 0 repositories listed
• Using Kernel Methods and Model Selection for Prediction of Preterm Birth
  27 Jul 2016 0 repositories listed
• Incremental Learning for Fully Unsupervised Word Segmentation Using Penalized Likelihood and Model Selection
  20 Jul 2016 0 repositories listed
• Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data
  20 Jul 2016 0 repositories listed
• Lower Bounds on Active Learning for Graphical Model Selection
  8 Jul 2016 0 repositories listed
• Ordering as privileged information
  30 Jun 2016 0 repositories listed
• A review of Gaussian Markov models for conditional independence
  23 Jun 2016 0 repositories listed
• Interpretability in Linear Brain Decoding
  17 Jun 2016 0 repositories listed
• Model-Agnostic Interpretability of Machine Learning
  16 Jun 2016 0 repositories listed
• Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)
  1 Jun 2016 0 repositories listed
• Model selection consistency from the perspective of generalization ability and VC theory with an application to Lasso
  1 Jun 2016 0 repositories listed
• Simultaneous Clustering and Model Selection for Tensor Affinities
  1 Jun 2016 0 repositories listed
• Predictive Coarse-Graining
  26 May 2016 0 repositories listed
• Bayesian Model Selection of Stochastic Block Models
  23 May 2016 0 repositories listed
• Active Nearest-Neighbor Learning in Metric Spaces
  22 May 2016 0 repositories listed
• Bayesian Variable Selection for Globally Sparse Probabilistic PCA
  19 May 2016 0 repositories listed
• The Quality of the Covariance Selection Through Detection Problem and AUC Bounds
  18 May 2016 0 repositories listed
• Combinatorially Generated Piecewise Activation Functions
  17 May 2016 0 repositories listed
• The topology of large Open Connectome networks for the human brain
  13 May 2016 0 repositories listed
• Fast rates with high probability in exp-concave statistical learning
  4 May 2016 0 repositories listed
• Sampling Requirements for Stable Autoregressive Estimation
  4 May 2016 0 repositories listed
• Efficient Distributed Estimation of Inverse Covariance Matrices
  3 May 2016 0 repositories listed
• Markov models for ocular fixation locations in the presence and absence of colour
  21 Apr 2016 0 repositories listed
• Pathway Lasso: Estimate and Select Sparse Mediation Pathways with High Dimensional Mediators
  24 Mar 2016 0 repositories listed
• Face Recognition Using Deep Multi-Pose Representations
  23 Mar 2016 0 repositories listed
• A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition
  18 Mar 2016 0 repositories listed
• Sparse model selection in the highly under-sampled regime
  3 Mar 2016 0 repositories listed
• Modeling cumulative biological phenomena with Suppes-Bayes Causal Networks
  25 Feb 2016 0 repositories listed
• Fast model selection by limiting SVM training times
  10 Feb 2016 0 repositories listed
• A Tractable Fully Bayesian Method for the Stochastic Block Model
  6 Feb 2016 0 repositories listed
• On Column Selection in Approximate Kernel Canonical Correlation Analysis
  5 Feb 2016 0 repositories listed
• Active Learning Algorithms for Graphical Model Selection
  1 Feb 2016 0 repositories listed
• Deep Learning For Smile Recognition
  30 Jan 2016 0 repositories listed
• Cox process representation and inference for stochastic reaction-diffusion processes
  8 Jan 2016 0 repositories listed
• Cognito: Automated Feature Engineering for Supervised Learning
  1 Jan 2016 0 repositories listed
• Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models
  28 Dec 2015 0 repositories listed
• Kauffman's adjacent possible in word order evolution
  17 Dec 2015 0 repositories listed
• Blockout: Dynamic Model Selection for Hierarchical Deep Networks
  16 Dec 2015 0 repositories listed
• Short-time asymptotics for the implied volatility skew under a stochastic volatility model with Lévy jumps
  13 Dec 2015 0 repositories listed
• Selective Sequential Model Selection
  8 Dec 2015 0 repositories listed
• Bayesian Active Model Selection with an Application to Automated Audiometry
  1 Dec 2015 0 repositories listed
• Bayesian Network Models for Adaptive Testing
  26 Nov 2015 0 repositories listed
• Towards Arbitrary-View Face Alignment by Recommendation Trees
  20 Nov 2015 0 repositories listed
• Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval
  19 Nov 2015 0 repositories listed
• Block-diagonal covariance selection for high-dimensional Gaussian graphical models
  12 Nov 2015 0 repositories listed
• Causal Falling Rule Lists
  18 Oct 2015 0 repositories listed
• Higher-order asymptotics for the parametric complexity
  1 Oct 2015 0 repositories listed
• A Statistical Theory of Deep Learning via Proximal Splitting
  20 Sep 2015 0 repositories listed
• Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics
  11 Sep 2015 0 repositories listed
• Deep Online Convex Optimization by Putting Forecaster to Sleep
  6 Sep 2015 0 repositories listed
• EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis
  4 Sep 2015 0 repositories listed
• Deep Convolutional Neural Networks for Smile Recognition
  26 Aug 2015 0 repositories listed
• Adaptive Online Learning
  21 Aug 2015 0 repositories listed
• Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks
  18 Aug 2015 0 repositories listed
• Bridging AIC and BIC: a new criterion for autoregression
  11 Aug 2015 0 repositories listed
• Learning Structural Kernels for Natural Language Processing
  10 Aug 2015 0 repositories listed
• Universal Approximation of Edge Density in Large Graphs
  6 Aug 2015 0 repositories listed
• Topic Stability over Noisy Sources
  5 Aug 2015 0 repositories listed
• Robustness in sparse linear models: relative efficiency based on robust approximate message passing
  31 Jul 2015 0 repositories listed
• Fast Approximate Bayesian Computation for Estimating Parameters in Differential Equations
  17 Jul 2015 0 repositories listed