Gauge duality and low-rank spectral optimization

The emergence of compressed sensing and its impact on various applications in signal processing and machine learning has sparked an interest in generalizing its concepts and techniques to inverse problems that involve quadratic measurements. Important recent developments borrow ideas from matrix lif...

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Bibliographic Details
Main Author: de Albuquerque Macêdo Júnior, Ives José
Language:English
Published: University of British Columbia 2015
Online Access:http://hdl.handle.net/2429/55920