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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 3 of 6: papers 201 to 300 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.

• CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference
  7 Apr 2024 0 repositories listed
• Covariate-Elaborated Robust Partial Information Transfer with Conditional Spike-and-Slab Prior
  30 Mar 2024 0 repositories listed
• Statistical Mechanics of Dynamical System Identification
  4 Mar 2024 0 repositories listed
• A network-constrain Weibull AFT model for biomarkers discovery
  28 Feb 2024 0 repositories listed
• Penalized Generative Variable Selection
  26 Feb 2024 0 repositories listed
• Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models
  6 Feb 2024 0 repositories listed
• Data-driven model selection within the matrix completion method for causal panel data models
  2 Feb 2024 0 repositories listed
• kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection
  2 Feb 2024 0 repositories listed
• Variable selection for Naïve Bayes classification
  31 Jan 2024 0 repositories listed
• Asymptotic Behavior of Adversarial Training Estimator under ℓ_∞-Perturbation
  27 Jan 2024 0 repositories listed
• False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening
  18 Jan 2024 0 repositories listed
• Sparse PCA with False Discovery Rate Controlled Variable Selection
  16 Jan 2024 0 repositories listed
• Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network
  9 Jan 2024 0 repositories listed
• A least distance estimator for a multivariate regression model using deep neural networks
  6 Jan 2024 0 repositories listed
• Random Forest Variable Importance-based Selection Algorithm in Class Imbalance Problem
  17 Dec 2023 0 repositories listed
• Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines
  17 Dec 2023 0 repositories listed
• Economic Forecasts Using Many Noises
  9 Dec 2023 0 repositories listed
• Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks
  23 Nov 2023 0 repositories listed
• Data-Driven Bayesian Network Models of Hurricane Evacuation Decision Making
  16 Nov 2023 0 repositories listed
• High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables
  13 Nov 2023 0 repositories listed
• Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective
  3 Nov 2023 0 repositories listed
• Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison
  2 Nov 2023 0 repositories listed
• Sparse high-dimensional linear mixed modeling with a partitioned empirical Bayes ECM algorithm
  18 Oct 2023 0 repositories listed
• The Conditional Prediction Function: A Novel Technique to Control False Discovery Rate for Complex Models
  7 Oct 2023 0 repositories listed
• Sparse Deep Learning for Time Series Data: Theory and Applications
  5 Oct 2023 0 repositories listed
• Identifying spatial interdependence in panel data with large N and small T
  7 Sep 2023 0 repositories listed
• Neural lasso: a unifying approach of lasso and neural networks
  7 Sep 2023 0 repositories listed
• Small Area Estimation with Random Forests and the LASSO
  29 Aug 2023 0 repositories listed
• Systematic reduction of Hyperspectral Images for high-throughput Plastic Characterization
  28 Aug 2023 0 repositories listed
• Spectral information criterion for automatic elbow detection
  17 Aug 2023 0 repositories listed
• Nonlinear Permuted Granger Causality
  11 Aug 2023 0 repositories listed
• Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique
  1 Aug 2023 0 repositories listed
• An Efficient Shapley Value Computation for the Naive Bayes Classifier
  31 Jul 2023 0 repositories listed
• VolTS: A Volatility-based Trading System to forecast Stock Markets Trend using Statistics and Machine Learning
  25 Jul 2023 0 repositories listed
• Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs)
  24 Jul 2023 0 repositories listed
• Poverty rate prediction using multi-modal survey and earth observation data
  21 Jul 2023 0 repositories listed
• Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives
  18 Jul 2023 0 repositories listed
• On Sufficient Graphical Models
  10 Jul 2023 0 repositories listed
• Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies
  7 Jul 2023 0 repositories listed
• Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data
  7 Jul 2023 0 repositories listed
• Learning to Branch in Combinatorial Optimization with Graph Pointer Networks
  4 Jul 2023 0 repositories listed
• Harnessing the Potential of Volatility: Advancing GDP Prediction
  18 Jun 2023 0 repositories listed
• Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy
  8 Jun 2023 0 repositories listed
• Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models
  18 May 2023 0 repositories listed
• Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization
  7 May 2023 0 repositories listed
• Slow Kill for Big Data Learning
  2 May 2023 0 repositories listed
• The Adaptive τ-Lasso: Robustness and Oracle Properties
  18 Apr 2023 0 repositories listed
• DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering
  8 Apr 2023 0 repositories listed
• Variable-Complexity Weighted-Tempered Gibbs Samplers for Bayesian Variable Selection
  6 Apr 2023 0 repositories listed
• Sequential Knockoffs for Variable Selection in Reinforcement Learning
  24 Mar 2023 0 repositories listed
• An ADMM approach for multi-response regression with overlapping groups and interaction effects
  20 Mar 2023 0 repositories listed
• A Survey of Numerical Algorithms that can Solve the Lasso Problems
  7 Mar 2023 0 repositories listed
• Variable Selection for Kernel Two-Sample Tests
  15 Feb 2023 0 repositories listed
• Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery
  30 Jan 2023 0 repositories listed
• Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression
  23 Jan 2023 0 repositories listed
• Evaluation of the potential of Near Infrared Hyperspectral Imaging for monitoring the invasive brown marmorated stink bug
  19 Jan 2023 0 repositories listed
• Understanding Best Subset Selection: A Tale of Two C(omplex)ities
  16 Jan 2023 0 repositories listed
• Bayesian Models of Functional Connectomics and Behavior
  15 Jan 2023 0 repositories listed
• On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization
  31 Dec 2022 0 repositories listed
• Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data
  29 Dec 2022 0 repositories listed
• A machine learning framework for neighbor generation in metaheuristic search
  22 Dec 2022 0 repositories listed
• Applications of Machine Learning for the Ratemaking in Agricultural Insurances
  6 Dec 2022 0 repositories listed
• Can Machine Learning discover the determining factors in participation in insurance schemes? A comparative analysis
  6 Dec 2022 0 repositories listed
• Stable Learning via Sparse Variable Independence
  2 Dec 2022 0 repositories listed
• Transfer learning for tensor Gaussian graphical models
  17 Nov 2022 0 repositories listed
• Variable selection for nonlinear Cox regression model via deep learning
  17 Nov 2022 0 repositories listed
• The Best Path Algorithm automatic variables selection via High Dimensional Graphical Models
  14 Nov 2022 0 repositories listed
• Online Linearized LASSO
  11 Nov 2022 0 repositories listed
• Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection
  4 Nov 2022 0 repositories listed
• Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing
  10 Oct 2022 0 repositories listed
• Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning
  30 Sep 2022 0 repositories listed
• Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithm
  16 Sep 2022 0 repositories listed
• Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data
  17 Aug 2022 0 repositories listed
• Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-based Policy Learning
  26 Jul 2022 0 repositories listed
• Sparse Bayesian State-Space and Time-Varying Parameter Models
  25 Jul 2022 0 repositories listed
• Energy Trees: Regression and Classification With Structured and Mixed-Type Covariates
  10 Jul 2022 0 repositories listed
• A Statistical-Modelling Approach to Feedforward Neural Network Model Selection
  9 Jul 2022 0 repositories listed
• Conditional Variable Selection for Intelligent Test
  1 Jul 2022 0 repositories listed
• Lookback for Learning to Branch
  30 Jun 2022 0 repositories listed
• Federated Data Analytics: A Study on Linear Models
  15 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
  14 Jun 2022 0 repositories listed
• Robust Knockoffs for Controlling False Discoveries With an Application to Bond Recovery Rates
  13 Jun 2022 0 repositories listed
• Forward variable selection enables fast and accurate dynamic system identification with Karhunen-Loève decomposed Gaussian processes
  26 May 2022 0 repositories listed
• ecpc: An R-package for generic co-data models for high-dimensional prediction
  16 May 2022 0 repositories listed
• Determination of class-specific variables in nonparametric multiple-class classification
  7 May 2022 0 repositories listed
• High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
  28 Apr 2022 0 repositories listed
• Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection
  20 Apr 2022 0 repositories listed
• Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models
  18 Apr 2022 0 repositories listed
• Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
  15 Apr 2022 0 repositories listed
• A novel nonconvex, smooth-at-origin penalty for statistical learning
  6 Apr 2022 0 repositories listed
• Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems
  27 Mar 2022 0 repositories listed
• GAM(L)A: An econometric model for interpretable Machine Learning
  17 Mar 2022 0 repositories listed
• Detecting and Diagnosing Terrestrial Gravitational-Wave Mimics Through Feature Learning
  9 Mar 2022 0 repositories listed
• Variable Selection with the Knockoffs: Composite Null Hypotheses
  6 Mar 2022 0 repositories listed
• Missing Value Knockoffs
  26 Feb 2022 0 repositories listed
• Inference of Multiscale Gaussian Graphical Model
  11 Feb 2022 0 repositories listed
• VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering
  2 Feb 2022 0 repositories listed
• Yordle: An Efficient Imitation Learning for Branch and Bound
  2 Feb 2022 0 repositories listed
• Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling
  26 Jan 2022 0 repositories listed
• Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection
  22 Dec 2021 0 repositories listed