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Theory of Disagreement-Based Active Learning - Foundations and Trends (R) in Machine Learning Steve Hanneke
Theory of Disagreement-Based Active Learning - Foundations and Trends (R) in Machine Learning
Steve Hanneke
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
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2014年6月12日 |
| ISBN13 | 9781601988089 |
| 出版社 | now publishers Inc |
| ページ数 | 198 |
| 寸法 | 156 × 234 × 11 mm · 285 g |
| 言語 | 英語 |