Discovering low-dimensional manifolds in high-dimensional data sets

Discovering low-dimensional manifolds in high-dimensional data sets

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Ingrid Daubechies, Duke University
McDonnell Hall A02

Diffusion methods help understand and denoise data sets; when there is additional structure (as is often the case), one can use (and get additional benefit from) a fiber bundle model.