Recovering Structured Low-rank Operators Using Nuclear Norms
<p>This work considers the problem of recovering matrices and operators from limited and/or noisy observations. Whereas matrices result from summing tensor products of vectors, operators result from summing tensor products of matrices. These constructions lead to viewing both matrices and oper...
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https://thesis.library.caltech.edu/10048/1/Bruer-John-2017-thesis.pdfhttps://thesis.library.caltech.edu/10048/8/operfact-master.zip
https://thesis.library.caltech.edu/10048/9/operfact-experiments.zip
Bruer, John Jacob (2017) Recovering Structured Low-rank Operators Using Nuclear Norms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9F18WQS. https://resolver.caltech.edu/CaltechTHESIS:02082017-062956314 <https://resolver.caltech.edu/CaltechTHESIS:02082017-062956314>