The Geometry of Data: Distance on Data Manifolds
The increasing importance of data in the modern world has created a need for new mathematical techniques to analyze this data. We explore and develop the use of geometry—specifically differential geometry—as a means for such analysis, in two parts. First, we provide a general framework to discover p...
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Scholarship @ Claremont
2016
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| Online Access: | https://scholarship.claremont.edu/hmc_theses/74 https://scholarship.claremont.edu/cgi/viewcontent.cgi?article=1088&context=hmc_theses |