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Variable Selection

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Showing 101–125 of 566 papers

TitleStatusHype
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
Random Forest Variable Importance-based Selection Algorithm in Class Imbalance Problem—0
Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines—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
Sparse Deep Learning for Time Series Data: Theory and Applications—0
Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regressionCode0
Effect of hyperparameters on variable selection in random forestsCode0
Neural lasso: a unifying approach of lasso and neural networks—0
Identifying spatial interdependence in panel data with large N and small T—0
Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic PerspectiveCode0
Small Area Estimation with Random Forests and the LASSO—0
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