Browsing RPI Theses Open Access by Author "Mastylo, Damian Z."
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Empirical analysis of sparse principal component analysis
Mastylo, Damian Z. (Rensselaer Polytechnic Institute, Troy, NY, 2016-05)Many optimizations exist via tweaking the sparsity factor, the number of left singular vectors used, or the column subset selection method. Many combinations of these approaches are examined, and their efficacy are reported ...