The Computational Complexity of Machine Learning
Michael J. Kearns
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."
سال:
1990
ناشر کتب:
MIT Press
زبان:
english
صفحات:
194
ISBN 10:
0262111527
ISBN 13:
9780262111522
سیریز:
ACM Distinguished Dissertation
فائل:
PDF, 777 KB
IPFS:
,
english, 1990
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