#Machine-Learning-Theory

1 post in tag “Machine-Learning-Theory”.

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  Statistical Learning Theory: PAC Learning, VC Dimension, and the Bias-Complexity Tradeoff

  2022-03-31

  A rigorous development of statistical learning theory—the PAC framework, VC dimension and Sauer's lemma, the fundamental theorem, Rademacher complexity, and the mathematical limits of learning from data.