Contributions to Structured Variable Selection Towards Enhancing Model Interpretation and Computation Efficiency

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Date

2020-02-07

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Publisher

Virginia Tech

Abstract

Description

Keywords

Model Selection, Nonnegative Garrote Method, Mixture Experiments, Dynamic Coefficient, Fused Lasso, Group Lasso, Alternative Direction Method of Multipliers (ADMM), Integer Optimization, Expectation-Maximization (EM), LASSO.

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