Open AccessInferring Sparse Preference Lists from Partial Information
Author(s) -
Vivek F. Farias,
Srikanth Jagabathula,
Devavrat Shah
Publication year - 2020
Publication title -
stochastic systems
Language(s) - English
Resource type - Journals
ISSN - 1946-5238
DOI - 10.1287/stsy.2019.0060
Subject(s) - ranking (information retrieval) , exponential family , nonparametric statistics , mathematics , dimension (graph theory) , computer science , multinomial logistic regression , statistics , machine learning , combinatorics
Probability distributions over rankings are crucial for the modeling and design of a wide range of practical systems. In this work, we pursue a nonparametric approach that seeks to learn a distribu...
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