On some sparsity related problems and the randomized Kaczmarz algorithm

This thesis studies several problems related to recovery and estimation. Specifically, these problems are about sparsity and low-rankness, and the randomized Kaczmarz algorithm. This thesis includes four papers referred to as Paper A, Paper B, Paper C, and Paper D. Paper A considers how to make use...

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Bibliographic Details
Main Author: Dai, Liang
Format: Others
Language:English
Published: Uppsala universitet, Avdelningen för systemteknik 2014
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-226198