Robust Compressed Sensing and Sparse Coding with the Difference Map

Will Landecker, Rick Chartrand, Simon DeDeo

In compressed sensing, we wish to reconstruct a sparse signal $x$ from observed data $y$. In sparse coding, on the other hand, we wish to find a representation of an observed signa…