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Variable Selection

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Showing 276–300 of 566 papers

TitleStatusHype
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects EstimationCode0
Unobserved classes and extra variables in high-dimensional discriminant analysis—0
Counterfactual Generation with Knockoffs—0
Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach—0
Statistical Methods for cis-Mendelian Randomization with Two-sample Summary-level Data—0
On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques—0
Solving Mixed Integer Programs Using Neural Networks—0
Recovery of Linear Components: Reduced Complexity Autoencoder Designs—0
Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technology—0
Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery—0
Persistent Reductions in Regularized Loss Minimization for Variable Selection—0
A Self-Penalizing Objective Function for Scalable Interaction Detection—0
Precision-Recall Curve (PRC) Classification Trees—0
Efficient Variational Inference for Sparse Deep Learning with Theoretical GuaranteeCode0
Nonparametric Variable Screening with Optimal Decision Stumps—0
Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model—0
Smoothly Adaptively Centered Ridge Estimator—0
Latent Network Estimation and Variable Selection for Compositional Data via Variational EMCode0
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors—0
Reversible Jump PDMP Samplers for Variable SelectionCode0
Flexible mean field variational inference using mixtures of non-overlapping exponential familiesCode0
The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data—0
Improving Network Slimming with Nonconvex RegularizationCode0
When to Impute? Imputation before and during cross-validationCode0
The Illusion of the Illusion of Sparsity: An exercise in prior sensitivityCode0
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