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Accepted
When should I write a matrix-vector function to handle the sparse matrix vector multiplication?
Multiplying matrix and a vector using sparse matrix format, such as CSR is not hard, and is a basic and common operation if you write a linear solvers library for sparse linear systems. Take SPARSEKIT ...
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Sparsity-Promoting Convex Optimization Over Simplex
Very interesting question.
One option is to relax the cardinality regularizer to the reciprocal of an infinity norm, i.e., replace $\mathrm{card}(x)$ with $$1 / \|x\|_{\infty}.$$ This yields a non-...
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When should I write a matrix-vector function to handle the sparse matrix vector multiplication?
Thanks for all your reply, I have done some experiments in matlab and confirmed that matlab indeed uses the sparse matrix-vector multiplication automatically optimally. For example,
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