Approximation of Positive Semidefinite Matrices Using the Nyström Method

Positive semidefinite matrices arise in a variety of fields, including statistics, signal processing, and machine learning. Unfortunately, when these matrices are high-dimensional and/or must be operated upon many times, expensive calculations such as the spectral decomposition quickly become a comp...

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Bibliographic Details
Main Author: Arcolano, Nicholas Francis
Format: Dissertation
Language:English
Published: ProQuest Dissertations & Theses 01.01.2011
Subjects:
ISBN:1124736786, 9781124736785
Online Access:Get full text
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