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Improved analysis of greedy block coordinate descent under RIP

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PROJECT TITLE :

Improved analysis of greedy block coordinate descent under RIP

ABSTRACT:

A more relaxed condition means that fewer of measurements are needed to ensure the precise sparse recovery from the theoretical facet. The sufficient condition for the greedy block coordinate descent (GBCD) algorithm is relaxed using the close to-orthogonality property. It's additionally shown that the GBCD algorithm fails when (one/(√K+1)≤δK+1<;1).


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Improved analysis of greedy block coordinate descent under RIP - 4.9 out of 5 based on 15 votes

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