Comparing Aggregators for Relational Probabilistic Models

Relational probabilistic models have the challenge of aggregation, where one variable depends on a population of other variables. Consider the problem of predicting gender from movie ratings; this is challenging because the number of movies per user and users per movie can vary greatly. Surprisingly...

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Veröffentlicht in:	arXiv.org 2017-07
Hauptverfasser:	Seyed Mehran Kazemi, Fatemi, Bahare, Kim, Alexandra, Peng, Zilun, Moumita Roy Tora, Zeng, Xing, Dirks, Matthew, Poole, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Agglomeration Bayesian analysis Probabilistic models Statistical analysis
Online-Zugang:	Volltext
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