Linear Models - LASSO Optimization and Statistics

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Introduction to the sparse solution LASSO and L1 regularization, from optimization and statistical analysis points of view.

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Linear Models - OLS Optimization and Statistics

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Introduction to OLS, its optimization issues and statistics, which motivated my researches.

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Approximate Message Passing (1)

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Introduction to Approximate Message Passing, which allows you to both solve an optimization and know the solution's distribution.

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