The Computational Complexity of Machine Learning

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Computers - Artificial Intelligence (AI)
The Computational Complexity of Machine...

The Computational Complexity of Machine Learning

Name: The Computational Complexity of Machine Learning
ISBN: 9780262111522

Michael J. Kearns

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We also give algorithms for learning powerful concept classes under the uniform distribution, and give equivalences between natural models of efficient learnability. This thesis also includes detailed definitions and motivation for the distribution-free model, a chapter discussing past research in this model and related models, and a short list of important open problems."

Categories:

Computers - Artificial Intelligence (AI)

Year:

1990

Publisher:

MIT Press

Language:

english

Pages:

194

ISBN 10:

0262111527