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Variable Selection

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TitleStatusHype
Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy—0
Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models—0
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization—0
Sparsifying Bayesian neural networks with latent binary variables and normalizing flowsCode0
Slow Kill for Big Data Learning—0
System Identification with Copula EntropyCode0
The Adaptive τ-Lasso: Robustness and Oracle Properties—0
DiscoVars: A New Data Analysis Perspective -- Application in Variable Selection for Clustering—0
Variable-Complexity Weighted-Tempered Gibbs Samplers for Bayesian Variable Selection—0
Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language ModelCode1
Sequential Knockoffs for Variable Selection in Reinforcement Learning—0
An ADMM approach for multi-response regression with overlapping groups and interaction effects—0
A Survey of Numerical Algorithms that can Solve the Lasso Problems—0
Environment Invariant Linear Least SquaresCode0
Variable Selection for Kernel Two-Sample Tests—0
Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery—0
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable SelectionCode0
Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression—0
Evaluation of the potential of Near Infrared Hyperspectral Imaging for monitoring the invasive brown marmorated stink bug—0
Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) dataCode0
Understanding Best Subset Selection: A Tale of Two C(omplex)ities—0
Bayesian Models of Functional Connectomics and Behavior—0
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming SolverCode1
On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization—0
Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data—0
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