Bregman divergences and some generalizations/Sur quelques généralisations des divergences de Bregman
43:08
Bregman divergences and some generalizations/Sur quelques généralisations des divergences de Bregman
Fisher-Rao interpolation between 2D normal distributions with color blending
0:07
Fisher-Rao interpolation between 2D normal distributions with color blending
Fisher-Rao interpolation between two bivariate normal distributions
0:07
Fisher-Rao interpolation between two bivariate normal distributions
Elliptope of 3x3 correlation matrices
0:10
Elliptope of 3x3 correlation matrices
Geometric Science of Information (GSI'23): Opening speech
36:44
Geometric Science of Information (GSI'23): Opening speech
On the f-divergences between hyperboloid and Poincaré distributions
11:59
On the f-divergences between hyperboloid and Poincaré distributions
Fisher-Rao distance and pullback Hilbert distance between multivariate normal distributions
20:25
Fisher-Rao distance and pullback Hilbert distance between multivariate normal distributions
Quasi-arithmetic centers, quasi-arithmetic mixtures, and the Jensen-Shannon ∇-divergences
21:30
Quasi-arithmetic centers, quasi-arithmetic mixtures, and the Jensen-Shannon ∇-divergences
Information geometry: Dual structures with recent advances
50:34
Information geometry: Dual structures with recent advances
Fisher-Rao geodesics between normal distributions
0:31
Fisher-Rao geodesics between normal distributions
On the Jensen–Shannon Symmetrization of Distances Relying on Abstract Means (video abstract)
4:42
On the Jensen–Shannon Symmetrization of Distances Relying on Abstract Means (video abstract)
Chernoff point (Chernoff information)
0:09
Chernoff point (Chernoff information)
Information measures and geometry of the Zeta distributions and related distributions
16:12
Information measures and geometry of the Zeta distributions and related distributions
Introduction to Information Geometry by Frank Nielsen
40:54
Introduction to Information Geometry by Frank Nielsen
Une introduction à la géométrie de l'information (An introduction to information geometry)
41:24
Une introduction à la géométrie de l'information (An introduction to information geometry)
Hyperbollic bisector & geodesic in Klein & Poincare models
0:15
Hyperbollic bisector & geodesic in Klein & Poincare models
Hyperbolic Voronoi diagram and dual Hyperbolic Delaunay complex
0:30
Hyperbolic Voronoi diagram and dual Hyperbolic Delaunay complex
Discrete isotropic normal distribution
0:09
Discrete isotropic normal distribution
Computing statistical divergences with sigma points
15:08
Computing statistical divergences with sigma points
Hyperbolic Voronoi Delaunay with conversions between modrls: Klein Poincare Upper
0:13
Hyperbolic Voronoi Delaunay with conversions between modrls: Klein Poincare Upper
Poincare Upper Voronoi Delaunay
0:15
Poincare Upper Voronoi Delaunay
PoincarenVoronoi Delaunay
0:17
PoincarenVoronoi Delaunay
Hyperbolic Voronoi Delaunay Complex
0:17
Hyperbolic Voronoi Delaunay Complex
Elliptope: Set of correlation matrices (here, 3x3 correlation matrices)
0:11
Elliptope: Set of correlation matrices (here, 3x3 correlation matrices)
Plenoptic Path and Its Applications
1:31
Plenoptic Path and Its Applications
Bregman Cyclic Projection
0:08
Bregman Cyclic Projection
Smallest enclosing Bregman ball of a point set
0:24
Smallest enclosing Bregman ball of a point set
Dynamics of learning in singular models: SGD, natural gradient, and resolution of stratifolds:
9:30
Dynamics of learning in singular models: SGD, natural gradient, and resolution of stratifolds:
A Hilbert ball in the standard simplex
0:17
A Hilbert ball in the standard simplex
Robust kernelized minimum enclosing balls in machine learning
5:48
Robust kernelized minimum enclosing balls in machine learning