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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 | Boeken Paperback Book (Boek met zachte kaft en gelijmde rug) |
| Vrijgegeven | 6 februari 2019 |
| ISBN13 | 9781681734408 |
| Uitgevers | Morgan & Claypool Publishers |
| Pagina's | 159 |
| Afmetingen | 150 × 220 × 10 mm · 285 g |
| Serie-editor | Brachman, Ronald |
| Serie-editor | Rossi, Francesca |
| Serie-editor | Stone, Peter |
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