Theory of Disagreement-Based Active Learning - Foundations and Trends (R) in Machine Learning - Steve Hanneke - Books - now publishers Inc - 9781601988089 - June 12, 2014
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Theory of Disagreement-Based Active Learning - Foundations and Trends (R) in Machine Learning

Steve Hanneke

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Theory of Disagreement-Based Active Learning - Foundations and Trends (R) in Machine Learning

Describes recent advances in our understanding of the theoretical benefits of active learning, and implications for the design of effective active learning algorithms. Much of the book focuses on a particular technique - disagreement-based active learning. It also briefly surveys several alternative approaches from the literature.


198 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released June 12, 2014
ISBN13 9781601988089
Publishers now publishers Inc
Pages 198
Dimensions 156 × 234 × 11 mm   ·   285 g
Language English