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

8 April 2019

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

17 / 17 papers shown

Title
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point Travis Barrett Amit Kumar Mishra 158 3 0 09 Mar 2025
Through-Wall Imaging based on WiFi Channel State Information Julian Strohmayer Rafael Sterzinger Christian Stippel Martin Kampel 107 0 0 30 Jan 2024
Transport information Bregman divergences Wuchen Li OT 134 15 0 04 Jan 2021
Constraining Variational Inference with Geometric Jensen-Shannon Divergence J. Deasy Nikola Simidjievski Pietro Lio DRL 56 30 0 18 Jun 2020
Multimodal Generative Learning Utilizing Jensen-Shannon-Divergence Thomas M. Sutter Imant Daunhawer Julia E. Vogt 85 69 0 15 Jun 2020
On a generalization of the Jensen-Shannon divergence Frank Nielsen 62 112 0 02 Dec 2019
On power chi expansions of $f$ -divergences Frank Nielsen Gaëtan Hadjeres AI4CE 34 3 0 14 Mar 2019
The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models Frank Nielsen 13 12 0 09 Jan 2019
An elementary introduction to information geometry Frank Nielsen 3DGS 51 221 0 17 Aug 2018
Monte Carlo Information Geometry: The dually flat case Frank Nielsen Gaëtan Hadjeres 41 18 0 20 Mar 2018
Guaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalities Frank Nielsen Ke Sun 59 81 0 19 Jun 2016
Optimal interval clustering: Application to Bregman clustering and statistical mixture learning Frank Nielsen Richard Nock 61 31 0 11 Mar 2014
Generalized Bhattacharyya and Chernoff upper bounds on Bayes error using quasi-arithmetic means Frank Nielsen 48 49 0 20 Jan 2014
On the symmetrical Kullback-Leibler Jeffreys centroids Frank Nielsen 50 8 0 29 Mar 2013
Chernoff information of exponential families Frank Nielsen 91 61 0 14 Feb 2011
A family of statistical symmetric divergences based on Jensen's inequality Frank Nielsen 77 85 0 21 Sep 2010
Statistical exponential families: A digest with flash cards Frank Nielsen Vincent Garcia 123 186 0 25 Nov 2009