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An elementary introduction to information geometry

17 August 2018

Papers citing "An elementary introduction to information geometry"

22 / 72 papers shown

Title
Rao distances and Conformal Mapping A. Rao S. Krantz 11 0 0 11 Jun 2021
Pulling back information geometry Georgios Arvanitidis Miguel González Duque Alison Pouplin Dimitris Kalatzis Søren Hauberg DRL 76 17 0 09 Jun 2021
A Unifying and Canonical Description of Measure-Preserving Diffusions Alessandro Barp So Takao M. Betancourt Alexis Arnaudon Mark Girolami 77 17 0 06 May 2021
Model-centric Data Manifold: the Data Through the Eyes of the Model Luca Grementieri R. Fioresi 92 9 0 26 Apr 2021
On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions Yufeng Zhang Wanwei Liu Zhenbang Chen Ji Wang KenLi Li 110 26 0 10 Feb 2021
On $f$ -divergences between Cauchy distributions Frank Nielsen K. Okamura 71 24 0 29 Jan 2021
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 167 119 0 21 Dec 2020
Annealed Importance Sampling with q-Paths Rob Brekelmans Vaden Masrani T. Bui Frank Wood Aram Galstyan Greg Ver Steeg Frank Nielsen 67 10 0 14 Dec 2020
On Voronoi diagrams and dual Delaunay complexes on the information-geometric Cauchy manifolds Frank Nielsen 26 0 0 12 Jun 2020
An information-geometric approach to feature extraction and moment reconstruction in dynamical systems Suddhasattwa Das D. Giannakis EnikHo Székely 16 2 0 05 Apr 2020
Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family Frank Nielsen Richard Nock 61 3 0 05 Mar 2020
Kullback-Leibler Divergence-Based Out-of-Distribution Detection with Flow-Based Generative Models Yufeng Zhang Jia Pan Wanwei Liu Zhenbang Chen Jing Wang Zhiming Liu KenLi Li H. Wei OODD DRL 98 2 0 09 Feb 2020
Dual Stochastic Natural Gradient Descent and convergence of interior half-space gradient approximations Borja Sánchez-López J. Cerquides 38 1 0 19 Jan 2020
On geodesic triangles with right angles in a dually flat space Frank Nielsen 49 16 0 09 Oct 2019
Fisher-Rao Geometry and Jeffreys Prior for Pareto Distribution Mingming Li Huafei Sun Linyu Peng 20 8 0 13 Jul 2019
Entropic Regularization of Markov Decision Processes Boris Belousov Jan Peters 73 24 0 06 Jul 2019
A New Lower Bound for Kullback-Leibler Divergence Based on Hammersley-Chapman-Robbins Bound T. Nishiyama 21 9 0 29 Jun 2019
On a generalization of the Jensen-Shannon divergence and the JS-symmetrization of distances relying on abstract means Frank Nielsen 153 184 0 08 Apr 2019
Intrinsic Universal Measurements of Non-linear Embeddings Ke Sun 37 0 0 05 Nov 2018
Geometry and clustering with metrics derived from separable Bregman divergences Erika Gomes-Gonçalves H. Gzyl Frank Nielsen 13 0 0 25 Oct 2018
Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph L. Albergante Evgeny M. Mirkes Huidong Chen Alexis Martin Louis Faure E. Barillot Luca Pinello Alexander N. Gorban A. Zinovyev 60 56 0 20 Apr 2018
Clustering in Hilbert simplex geometry Frank Nielsen Ke Sun 65 16 0 03 Apr 2017