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Variable Selection

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Showing 201–225 of 566 papers

TitleStatusHype
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of termsCode0
Evolutionary shift detection with ensemble variable selectionCode0
A novel nonconvex, smooth-at-origin penalty for statistical learning—0
Scalable Spike-and-SlabCode0
Interpretable Machine Learning Models for Modal Split Prediction in Transportation Systems—0
GAM(L)A: An econometric model for interpretable Machine Learning—0
Detecting and Diagnosing Terrestrial Gravitational-Wave Mimics Through Feature Learning—0
Variable Selection with the Knockoffs: Composite Null Hypotheses—0
Missing Value Knockoffs—0
Flexible variable selection in the presence of missing dataCode0
Scalable Gaussian-process regression and variable selection using Vecchia approximationsCode0
Modeling High-Dimensional Data with Unknown Cut Points: A Fusion Penalized Logistic Threshold RegressionCode0
AutoScore-Ordinal: An interpretable machine learning framework for generating scoring models for ordinal outcomesCode0
Inference of Multiscale Gaussian Graphical Model—0
Yordle: An Efficient Imitation Learning for Branch and Bound—0
VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering—0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling—0
Bayesian Approaches to Shrinkage and Sparse EstimationCode0
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection—0
Variational Bayes for high-dimensional proportional hazards models with applications within gene expressionCode0
Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction—0
Variable Selection and Regularization via Arbitrary Rectangle-range Generalized Elastic NetCode0
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms—0
A Fast Non-parametric Approach for Local Causal Structure Learning—0
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian ProcessesCode0
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