On Hölder Projective Divergences

Guaranteed Bounds on Information-Theoretic Measures of Univariate Mixtures Using Piecewise Log-Sum-Exp Inequalities

(2016) Frank Nielsen et al.   Entropy

Geometry Induced by a Generalization of Rényi Divergence

(2016) David de Souza et al.   Entropy

Texture retrieval using mixtures of generalized Gaussian distribution and Cauchy–Schwarz divergence in wavelet domain

(2016) Hassan Rami et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Affine invariant divergences associated with proper composite scoring rules and their applications

(2014) Takafumi Kanamori et al.   BERNOULLI

Scale-Invariant Divergences for Density Functions

(2014) Takafumi Kanamori   Entropy

Information Theoretic Shape Matching

(2014) Erion Hasanbelliu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Nonparametric Information Geometry: From Divergence Function to Referential-Representational Biduality on Statistical Manifolds

(2013) Jun Zhang   Entropy

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

(2013) Frank Nielsen et al.   IEEE SIGNAL PROCESSING LETTERS

Spontaneous Clustering via Minimum Gamma-Divergence

(2013) Akifumi Notsu et al.   NEURAL COMPUTATION

Generalizations of Hölder inequalities for Csiszar’s f-divergence

(2013) Guang-Sheng Chen et al.   JOURNAL OF INEQUALITIES AND APPLICATIONS

Stochastic neighbor embedding (SNE) for dimension reduction and visualization using arbitrary divergences

(2012) Kerstin Bunte et al.   NEUROCOMPUTING

On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling

(2011) Marcin Budka et al.   Entropy

The Burbea-Rao and Bhattacharyya Centroids

(2011) Frank Nielsen et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A closed-form expression for the Sharma–Mittal entropy of exponential families

(2011) Frank Nielsen et al.   Journal of Physics A-Mathematical and Theoretical

Divergence-Based Vector Quantization

(2011) Thomas Villmann et al.   NEURAL COMPUTATION

Robust parameter estimation with a small bias against heavy contamination

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