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Learning and Decision-Making from Rank Data - Synthesis Lectures on Artificial Intelligence and Machine Learning Lirong Xia
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Learning and Decision-Making from Rank Data - Synthesis Lectures on Artificial Intelligence and Machine Learning
Lirong Xia
Surveys some recent progress toward addressing the challenge from the considerations of statistics, computation, and socio-economics. The book covers classical statistical models for rank data, including random utility models, distance-based models, and mixture models, and discusses classical and state of-the-art algorithms.
159 pages
| Media | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 6. februar 2019 |
| ISBN13 | 9781681734408 |
| Utgivere | Morgan & Claypool Publishers |
| Antall sider | 159 |
| Mål | 150 × 220 × 10 mm · 285 g |
| Serieredaktør | Brachman, Ronald |
| Serieredaktør | Rossi, Francesca |
| Serieredaktør | Stone, Peter |