From the 1 of 3 linked papers with an AI index.
3 papers
math.ST2026
A Tractable Pseudo-Metric on Non-Parametric Exponential Statistical Manifolds via SPD Geometry
Amit Vishwakarma, K. S. Subrahamanian Moosath
The paper proposes a two‑stage method to compute a tractable pseudo‑metric between probability distributions on the non‑parametric Pistone–Sempi exponential manifold by projecting…
cs.CV2025
Enhanced 3D Shape Analysis via Information Geometry
Amit Vishwakarma, K. S. Subrahamanian Moosath
Three-dimensional point clouds provide highly accurate digital representations of objects, essential for applications in computer graphics, photogrammetry, computer vision, and rob…
math.DG2025
Distance Measure Based on an Embedding of the Manifold of K-Component Gaussian Mixture Models into the Manifold of Symmetric Positive Definite Matrices
Amit Vishwakarma, KS Subrahamanian Moosath
In this paper, a distance between the Gaussian Mixture Models(GMMs) is obtained based on an embedding of the K-component Gaussian Mixture Model into the manifold of the symmetric p…