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Variable Selection

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Showing 76–100 of 566 papers

TitleStatusHype
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection—0
Data-driven model selection within the matrix completion method for causal panel data models—0
Variable selection for Naïve Bayes classification—0
Asymptotic Behavior of Adversarial Training Estimator under _-Perturbation—0
High-dimensional forecasting with known knowns and known unknownsCode0
Information-Theoretic State Variable Selection for Reinforcement LearningCode0
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening—0
Sparse PCA with False Discovery Rate Controlled Variable Selection—0
Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network—0
A least distance estimator for a multivariate regression model using deep neural networks—0
Detection of evolutionary shifts in variance under an Ornsten-Uhlenbeck modelCode0
Variable Selection in High Dimensional Linear Regressions with Parameter InstabilityCode0
Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines—0
Random Forest Variable Importance-based Selection Algorithm in Class Imbalance Problem—0
Economic Forecasts Using Many Noises—0
A deep learning pipeline for cross-sectional and longitudinal multiview data integrationCode0
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks—0
Co-data Learning for Bayesian Additive Regression TreesCode0
Data-Driven Bayesian Network Models of Hurricane Evacuation Decision Making—0
High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables—0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective—0
Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison—0
Sparse high-dimensional linear mixed modeling with a partitioned empirical Bayes ECM algorithm—0
Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical EvaluationCode0
The Conditional Prediction Function: A Novel Technique to Control False Discovery Rate for Complex Models—0
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