Rupsa Mandal Chakraborty

Curve-Dimensional Relational Kernels for Low-Dimensional Geometric Embedding: A Preliminary Framework

This preprint investigates a preliminary modification of diffusion-map-based dimensionality reduction aimed at preserving ambient Euclidean distance characteristics in low-dimensional geometric embeddings. The central hypothesis is that incorporating curve-indexed geometric relat...