Blog columns:
What is Computational Information Geometry?
Reflection about a geodesic passing through two given points in the Poincar´e and Klein disk models of hyperbolic geometry
[PDF]
The symmetrized Bregman divergence as dual geodesic energy functionals
The harmonic mean of two independent Cauchy distributions is a Cauchy distribution
(
R code
)
A note on the natural gradient and its connections with the Riemannian gradient, the mirror descent, and the ordinary gradient
Natural gradient in machine learning
(collaborative blog by Wu Lin, Emtiyaz Khan, Mark Schmidt and me)
Hilbert's simplex distance: A non-separable information monotone distance
The Kullback-Leibler divergence between a Poisson distribution and a geometric distribution
(from a generic formula for the KLD between two different exponential families)
Cross-entropy, differential entropy and Kullback-Leibler divergence between Rayleigh distributions
(some Java code that checks these formula
RayleighCrossEntropy.java
)
Building an Apollonian circle packing
(August 2020)
3D printing of the
elliptope
(space of 3x3 correlation matrices)
Structures cannot be avoided! Ramsey theory on the intersection graphs of line segments
Adaptive Algorithms: Revisiting Klee's measure problem...
Thales' theorem in Mahalanobis geometry
The alpha-representation of the Fisher Information Matrix (FIM)
A note on kernelizing the smallest enclosing ball for machine learning
A note on the Hyv¨arinen divergence between densities of an exponential family
(c) Frank Nielsen, Last updated October 2021.