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Variable Selection

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TitleStatusHype
Iteratively Reweighted _1-Penalized Robust RegressionCode0
TreeDQN: Learning to minimize Branch-and-Bound treeCode0
Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex PenaltiesCode0
Effect of hyperparameters on variable selection in random forestsCode0
Proximal Iteration for Nonlinear Adaptive LassoCode0
Variable Selection in High Dimensional Linear Regressions with Parameter InstabilityCode0
Improving SAT Solvers via Blocked Clause DecompositionCode0
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal PosteriorsCode0
Inference for High Dimensional Censored Quantile RegressionCode0
Efficient Variational Inference for Sparse Deep Learning with Theoretical GuaranteeCode0
Variable selection with missing data in both covariates and outcomes: Imputation and machine learningCode0
Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndromeCode0
The Illusion of the Illusion of Sparsity: An exercise in prior sensitivityCode0
Information-Theoretic State Variable Selection for Reinforcement LearningCode0
Non-stationary Gaussian process discriminant analysis with variable selection for high-dimensional functional dataCode0
Environment Invariant Linear Least SquaresCode0
Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricingCode0
A deep learning pipeline for cross-sectional and longitudinal multiview data integrationCode0
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distributionCode0
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects EstimationCode0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
Evolutionary shift detection with ensemble variable selectionCode0
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataCode0
Variational Bayes for high-dimensional proportional hazards models with applications within gene expressionCode0
Exclusive Group Lasso for Structured Variable SelectionCode0
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