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Variable Selection

Papers

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Showing 51–100 of 566 papers

TitleStatusHype
Environment Invariant Linear Least SquaresCode0
Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex PenaltiesCode0
AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data AlignmentCode0
metboost: Exploratory regression analysis with hierarchically clustered dataCode0
Accuracy and stability of solar variable selection comparison under complicated dependence structuresCode0
Multiple Testing and Variable Selection along the path of the Least Angle RegressionCode0
Near-optimal multiple testing in Bayesian linear models with finite-sample FDR controlCode0
Detection of evolutionary shifts in variance under an Ornsten-Uhlenbeck modelCode0
A sparse negative binomial mixture model for clustering RNA-seq count dataCode0
Iteratively Reweighted _1-Penalized Robust RegressionCode0
Non-stationary Gaussian process discriminant analysis with variable selection for high-dimensional functional dataCode0
A deep learning pipeline for cross-sectional and longitudinal multiview data integrationCode0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
Deep KnockoffsCode0
Covariance and PCA for Categorical VariablesCode0
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTMCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Computationally Efficient High-Dimensional Bayesian Optimization via Variable SelectionCode0
Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic PerspectiveCode0
Semiparametric discrete data regression with Monte Carlo inference and predictionCode0
Accurate Dictionary Learning with Direct Sparsity ControlCode0
Copula Entropy based Variable Selection for Survival AnalysisCode0
Cross-Validation with ConfidenceCode0
AutoScore-Ordinal: An interpretable machine learning framework for generating scoring models for ordinal outcomesCode0
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataCode0
BART: Bayesian additive regression treesCode0
Deep neural networks with controlled variable selection for the identification of putative causal genetic variantsCode0
Bayesian Approaches to Shrinkage and Sparse EstimationCode0
Combinatorial Bayesian Optimization using the Graph Cartesian ProductCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
An Expectation Conditional Maximization approach for Gaussian graphical modelsCode0
Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identificationCode0
Analytic solution and stationary phase approximation for the Bayesian lasso and elastic netCode0
Comorbid anxiety predicts lower odds of depression improvement during smartphone-delivered psychotherapyCode0
Consistent Sparse Deep Learning: Theory and ComputationCode0
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian ProcessesCode0
Flexible mean field variational inference using mixtures of non-overlapping exponential familiesCode0
Flexible variable selection in the presence of missing dataCode0
FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated FeaturesCode0
Granger Causality Testing in High-Dimensional VARs: a Post-Double-Selection ProcedureCode0
Grouped Variable Selection with Discrete Optimization: Computational and Statistical PerspectivesCode0
Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial predictionCode0
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable SelectionCode0
Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regressionCode0
Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner LimitCode0
Bolasso: model consistent Lasso estimation through the bootstrapCode0
Boosting Joint Models for Longitudinal and Time-to-Event DataCode0
Interpretable Classification of Bacterial Raman Spectra with Knockoff WaveletsCode0
INVASE: Instance-wise Variable Selection using Neural NetworksCode0
Causal Feature Learning in the Social SciencesCode0
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