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Stoa/Library/Convex Analysis & Optimization/Module IV

Module IV·3 articles·~18 min

Applications in Machine Learning

Regularization, SVM, convex neural networks, and compressed sensing

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§ 01 — Articles

  • I
    Regularization: Lasso, Ridge, Elastic Net
    Article 1 of 3
    ~6 min
    Read →
  • II
    SVM and Kernel Methods
    Article 2 of 3
    ~6 min
    Read →
  • III
    Theory of Learnability and Convexity of Neural Networks
    Article 3 of 3
    ~6 min
    Read →

§ 02 — Practice

I
Take the quiz
Test what you've learned in this module.
II
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