Browsing Mathematics (Faculty of) by Author "Karimi, Amir-Hossein"
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Exploring New Forms of Random Projections for Prediction and Dimensionality Reduction in Big-Data Regimes
Karimi, Amir-Hossein (University of Waterloo, 2018-05-01)The story of this work is dimensionality reduction. Dimensionality reduction is a method that takes as input a point-set P of n points in R^d where d is typically large and attempts to find a lower-dimensional representation ...