Log-linear models, extensions, and applications /

Log-linear models play a key role in modern big data and machine learning applications. From simple binary classification models through partition functions, conditional random fields, and neural nets, log-linear structure is closely related to performance in certain applications and influences fitt...

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Bibliographic Details

Other Authors:	Aravkin, Aleksandr, 1982- (Editor)
Format:	eBook
Language:	English
Published:	Cambridge : MIT Press, 2018.
Series:	Neural information processing series
Subjects:	Log-linear models. Multivariate analysis. Electronic books.
Online Access:	Connect to the full text of this electronic book