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Sparse Modeling & LASSO Optimization
An overview of LASSO regression for high-dimensional sparse modeling, covering the L1-penalized objective, proximal gradient methods (ISTA/FISTA), and a simulated example with coefficient shrinkage paths, cross-validation, and a 3D loss surface visualization.
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