seniorDimensionality Reduction
What is diffusion maps in dimensionality reduction?
Updated May 16, 2026
Short answer
Diffusion maps use random walks on graphs to capture geometry of data.
Deep explanation
They model data as a diffusion process over a graph and use eigenvectors of transition matrix to embed data preserving connectivity structure.
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