Model-Based Learning from Preference Data
Published in Annual Review of Statistics and Its Application • Sep 27, 2018
NobleIDNI6P07W71R98S69
Authors:,,
Qinghua Liu
Marta Crispino
Ida Scheel
Abstract
Preference data occur when assessors express comparative opinions about a set of items, by rating, ranking, pair comparing, liking, or clicking. The purpose of preference learning is to ( a) infer on the shared consensus preference of a group of users, sometimes called rank aggregation, or ( b) esti...
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