Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks

Lenore Cowen, Kapil Devkota, Xiaozhe Hu +2

Data-dependent metrics are powerful tools for learning the underlying structure of high-dimensional data. This article develops and analyzes a data-dependent metric known as diffus…