Browsing Theses and Dissertations - Department of Mathematics by Title "Low rank representations of matrices using nuclear norm heuristics"
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Low rank representations of matrices using nuclear norm heuristics
The pursuit of low dimensional structure from high dimensional data leads in many instances to the finding the lowest rank matrix among a parameterized family of matrices. In its most general setting, this problem is ...