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Variable Selection

Papers

Showing 301325 of 566 papers

TitleStatusHype
Dynamic sparsity on dynamic regression models0
Selective Cascade of Residual ExtraTrees0
ABM: an automatic supervised feature engineering method for loss based models based on group and fused lasso0
Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex PenaltiesCode0
Regularization Approach for Network Modeling of German Power Derivative Market0
Expectation propagation on the diluted Bayesian classifier0
Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection0
Variable selection for Gaussian process regression through a sparse projection0
Grouping effects of sparse CCA models in variable selection0
Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndromeCode0
Solar: L_0 solution path averaging for fast and accurate variable selection in high-dimensional data0
Accuracy and stability of solar variable selection comparison under complicated dependence structuresCode0
Rademacher upper bounds for cross-validation errors with an application to the lasso0
Improving probability selecting based weights for Satisfiability Problem0
Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricingCode0
Understanding Implicit Regularization in Over-Parameterized Single Index Model0
When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates0
Variable Selection via Thompson Sampling0
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications0
Fast, Optimal, and Targeted Predictions using Parametrized Decision Analysis0
A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics0
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal PosteriorsCode0
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org0
FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated FeaturesCode0
Selecting Diverse Models for Scientific Insight0
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