A learning theory of ranking aggregation
A Korba, S Clémençon… - Artificial intelligence and …, 2017 - proceedings.mlr.press
Abstract Originally formulated in Social Choice theory, Ranking Aggregation, also referred to
as Consensus Ranking, has motivated the development of numerous statistical models
since the middle of the 20th century. Recently, the analysis of ranking/preference data has
been the subject of a renewed interest in machine-learning, boosted by modern applications
such as meta-search engines, giving rise to the design of various scalable algorithmic
approaches for approximately computing ranking medians, viewed as solutions of a discrete …
as Consensus Ranking, has motivated the development of numerous statistical models
since the middle of the 20th century. Recently, the analysis of ranking/preference data has
been the subject of a renewed interest in machine-learning, boosted by modern applications
such as meta-search engines, giving rise to the design of various scalable algorithmic
approaches for approximately computing ranking medians, viewed as solutions of a discrete …
[引用][C] A learning theory of ranking aggregation
S Clémençon, A Korba, E Sibony - AISTATS, 2017 - telecom-paris.hal.science
A Learning Theory of Ranking Aggregation - Télécom Paris …
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