Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

Information geometry of divergence functions

(2010) S. Amari et al.   Bulletin of the Polish Academy of Sciences-Technical Sciences

Bregman Voronoi Diagrams

(2010) Jean-Daniel Boissonnat et al.   DISCRETE & COMPUTATIONAL GEOMETRY

Entropy and Divergence Associated with Power Function and the Statistical Application

(2010) Shinto Eguchi et al.   Entropy

Entropy: The Markov Ordering Approach

(2010) Alexander N. Gorban et al.   Entropy

Sided and Symmetrized Bregman Centroids

(2009) Frank Nielsen et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

$\alpha$-Divergence Is Unique, Belonging to Both $f$-Divergence and Bregman Divergence Classes

(2009) Shun-Ichi Amari   IEEE TRANSACTIONS ON INFORMATION THEORY

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

(2009) Andrzej CICHOCKI et al.   IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT

A generalization of the Kullback–Leibler divergence and its properties

(2009) Takuya Yamano   JOURNAL OF MATHEMATICAL PHYSICS

Robust extraction of local structures by the minimum -divergence method

(2009) Md. Nurul Haque Mollah et al.   NEURAL NETWORKS

Axiomatic Characterizations of Information Measures

(2008) Imre Csiszár   Entropy

Functional Bregman Divergence and Bayesian Estimation of Distributions

(2008) BÉla A. Frigyik et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust parameter estimation with a small bias against heavy contamination

(2008) Hironori Fujisawa et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

(2008) Cédric Févotte et al.   NEURAL COMPUTATION

Non-negative matrix factorization with α-divergence

(2008) Andrzej Cichocki et al.   PATTERN RECOGNITION LETTERS