2 papers
stat.ML2026
Convergence and clustering analysis for Mean Shift with radially symmetric, positive definite kernels
Susovan Pal
The mean shift (MS) is a non-parametric, density-based, iterative algorithm with prominent usage in clustering and image segmentation. A rigorous proof for the convergence of its m…
stat.ME2025
A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes
Susovan Pal, Roger P. Woods, Suchit Panjiyar +3
We present a Riemannian framework for linear and quadratic discriminant classification on the tangent plane of the shape space of curves. The shape space is infinite dimensional an…