Transport information geometry: Riemannian calculus on probability simplex
From MaRDI portal
Publication:2154659
DOI10.1007/s41884-021-00059-1zbMath1493.49047arXiv1803.06360OpenAlexW3212574796WikidataQ115371023 ScholiaQ115371023MaRDI QIDQ2154659
Publication date: 20 July 2022
Published in: Information Geometry (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1803.06360
Transportation, logistics and supply chain management (90B06) Information theory (general) (94A15) Optimal transportation (49Q22)
Related Items (5)
When optimal transport meets information geometry ⋮ Tracial smooth functions of non-commuting variables and the free Wasserstein manifold ⋮ Exponential entropy dissipation for weakly self-consistent Vlasov-Fokker-Planck equations ⋮ Geometric thermodynamics for the Fokker-Planck equation: stochastic thermodynamic links between information geometry and optimal transport ⋮ Wasserstein information matrix
Cites Work
- Gradient flows of the entropy for finite Markov chains
- Conservative diffusions
- Contractions in the 2-Wasserstein length space and thermalization of granular media
- Some geometric calculations on Wasserstein space
- Constrained steepest descent in the 2-Wasserstein metric
- Generalization of an inequality by Talagrand and links with the logarithmic Sobolev inequality
- Natural gradient via optimal transport
- Ricci curvature for parametric statistics via optimal transport
- Entropic measure and Wasserstein diffusion
- Fokker-Planck equations for a free energy functional or Markov process on a graph
- Ricci curvature for metric-measure spaces via optimal transport
- On the geometry of metric measure spaces. I
- On harmonic and Killing vector fields
- THE GEOMETRY OF DISSIPATIVE EVOLUTION EQUATIONS: THE POROUS MEDIUM EQUATION
- A gradient structure for reaction–diffusion systems and for energy-drift-diffusion systems
- The Density Manifold and Configuration Space Quantization
- The Variational Formulation of the Fokker--Planck Equation
- Geodesics of minimal length in the set of probability measures on graphs
- Information Geometry
- On the Volume Elements on a Manifold
- Optimal Transport
- Polar factorization of maps on Riemannian manifolds
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: Transport information geometry: Riemannian calculus on probability simplex