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Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences

 

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Author: Cichocki, Andrzej
Cruces Álvarez, Sergio Antonio
Amari, Shun-ichi
Department: Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones
Date: 2015-05-08
Published in: Entropy, 17 (5), 2988-3034.
Document type: Article
Abstract: This work reviews and extends a family of log-determinant (log-det) divergences for symmetric positive definite (SPD) matrices and discusses their fundamental properties. We show how to use parameterized Alpha-Beta (AB) and Gamma log-det divergenc...
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Cite: Cichocki, A., Cruces, S.A. y Shun-ichi, A. (2015). Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. Entropy, 17 (5), 2988-3034.
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URI: http://hdl.handle.net/11441/49568

DOI: 10.3390/e17052988

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