Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "high dimensional data"
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Multiscale Geometric Methods for Data Sets I: Multiscale SVD, Noise and Curvature
(2012-09-08)Large data sets are often modeled as being noisy samples from probability distributions in R^D, with D large. It has been noticed that oftentimes the support M of these probability distributions seems to be well-approximated ...