Introduction to Machine Learning: A Statistical Learning Theory Approach

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Tags for this article:

Machine learning

Artificial intelligence

Learning

Computational learning theory

Academic disciplines

Theoretical computer science

Empirical process

Structural risk minimization

Empirical risk minimization

Probably approximately correct learning

Vladimir Vapnik

Supervised learning

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What is Machine Learning? When and why is it relevant? Formalization of Learning through the PAC Framework. Absolute, post-hoc and relative (regret) ...

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