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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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