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2Entropy and the Discrete Central Limit Theorem
L. Gavalakis, and I. Kontoyiannis. (2021)cite arxiv:2106.00514Comment: 15 pages.
3 years ago by @kirk86
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1The use of spatial information in entropy measures
L. Altieri, D. Cocchi, and G. Roli. (2017)cite arxiv:1703.06001Comment: 33 pages, 13 figures.
5 years ago by @kirk86
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1Constrained relative entropy minimization with applications to multitask learning
O. Koyejo. misc, (2013)
5 years ago by @kirk86
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1Entropy and Information Theory
R. Gray. (2013)
5 years ago by @kirk86
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1On the notions of entropy and information
B. Skagerstam. Journal of Statistical Physics, 12 (6): 449--462 (Jun 1, 1975)
5 years ago by @kirk86
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1Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms
A. Cichocki, R. Zdunek, and S. Amari. Independent Component Analysis and Blind Signal Separation, page 32--39. Berlin, Heidelberg, Springer Berlin Heidelberg, (2006)
5 years ago by @kirk86
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1The Burbea-Rao and Bhattacharyya centroids
F. Nielsen, and S. Boltz. (2010)cite arxiv:1004.5049Comment: 13 pages.
5 years ago by @kirk86
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2On the Chi square and higher-order Chi distances for approximating f-divergences
F. Nielsen, and R. Nock. (2013)cite arxiv:1309.3029Comment: 11 pages, two tables, no figure. Java(TM) code available online at http://www.informationgeometry.org/fDivergence/.
5 years ago by @kirk86
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1Guaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities
F. Nielsen, and K. Sun. (2016)cite arxiv:1606.05850Comment: 20 pages, 3 figures.
5 years ago by @kirk86
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1A series of maximum entropy upper bounds of the differential entropy
F. Nielsen, and R. Nock. (2016)cite arxiv:1612.02954Comment: 18 pages.
5 years ago by @kirk86
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2Generalizing Jensen and Bregman divergences with comparative convexity and the statistical Bhattacharyya distances with comparable means
F. Nielsen, and R. Nock. (2017)cite arxiv:1702.04877Comment: 24 pages.
5 years ago by @kirk86
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1On Hölder projective divergences
F. Nielsen, K. Sun, and S. Marchand-Maillet. (2017)cite arxiv:1701.03916Comment: 25 pages.
5 years ago by @kirk86
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2On $w$-mixtures: Finite convex combinations of prescribed component distributions
F. Nielsen, and R. Nock. (2017)cite arxiv:1708.00568Comment: 25 pages.
5 years ago by @kirk86
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2On power chi expansions of $f$-divergences
F. Nielsen, and G. Hadjeres. (2019)cite arxiv:1903.05818Comment: 21 pages.
5 years ago by @kirk86
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2On the Kullback-Leibler divergence between location-scale densities
F. Nielsen. (2019)cite arxiv:1904.10428Comment: 11 pages.
5 years ago by @kirk86
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2A closed-form formula for the Kullback-Leibler divergence between Cauchy distributions
F. Chyzak, and F. Nielsen. (2019)cite arxiv:1905.10965Comment: 8 pages.
5 years ago by @kirk86
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2On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means
F. Nielsen. (2019)cite arxiv:1904.04017Comment: 25 pages.
5 years ago by @kirk86
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1Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization
A. Cichocki, S. Cruces, and S. ichi Amari. Entropy, 13 (1): 134--170 (January 2011)
5 years ago by @kirk86
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2Bregman Divergences for Infinite Dimensional Covariance Matrices
M. Harandi, M. Salzmann, and F. Porikli. (2014)cite arxiv:1403.4334Comment: IEEE Conference on Computer Vision and Pattern Recognition (2014).
5 years ago by @kirk86
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1Extensions of the parametric families of divergences used in statistical inference
V. Kůs, D. Morales, and I. Vajda. Kybernetika, 44 (1): 95-112 (2008)
5 years ago by @kirk86
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publications (hide)21
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2Entropy and the Discrete Central Limit Theorem

1The use of spatial information in entropy measures

1Constrained relative entropy minimization with applications to multitask learning

1Entropy and Information Theory

1On the notions of entropy and information

1Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms

1The Burbea-Rao and Bhattacharyya centroids

2On the Chi square and higher-order Chi distances for approximating f-divergences

1Guaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities

1A series of maximum entropy upper bounds of the differential entropy

2Generalizing Jensen and Bregman divergences with comparative convexity and the statistical Bhattacharyya distances with comparable means

1On Hölder projective divergences

2On $w$-mixtures: Finite convex combinations of prescribed component distributions

2On power chi expansions of $f$-divergences

2On the Kullback-Leibler divergence between location-scale densities

2A closed-form formula for the Kullback-Leibler divergence between Cauchy distributions

2On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means

1Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization

2Bregman Divergences for Infinite Dimensional Covariance Matrices

1Extensions of the parametric families of divergences used in statistical inference

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