Learning and Decision-Making from Rank Data - Synthesis Lectures on Artificial Intelligence and Machine Learning - Lirong Xia - Books - Morgan & Claypool Publishers - 9781681734422 - February 6, 2019
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Lirong Xia
Learning and Decision-Making from Rank Data - Synthesis Lectures on Artificial Intelligence and Machine Learning

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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 Books     Hardcover Book   (Book with hard spine and cover)
Released February 6, 2019
ISBN13 9781681734422
Publishers Morgan & Claypool Publishers
Pages 159
Dimensions 150 × 220 × 20 mm   ·   333 g
Series Editor Brachman, Ronald
Series Editor Rossi, Francesca
Series Editor Stone, Peter

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