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PDEs with compressed solutions

PDEs with compressed solutions

Sparsity plays a central role in recent developments in signal processing, linear algebra, statistics, optimization, and other fields.In these developments, sparsity is promoted through the addition of an L 1 norm (or related quantity) as a constraint or penalty in a variational principle.We apply this approach to partial differential equations …