Measurements and Bits: Compressed Sensing meets Information Theory. Shriram Sarvotham Dror Baron Richard Baraniuk. ECE Department Rice University dsp.rice.edu/cs. CS encoding. Replace samples by more general encoder based on a few linear projections (inner products)
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squared of best term approximation
“Why go to so much effort to acquire all the data when most of what we get will be thrown away?”
number of nonzero entries
Culprit: dense, unstructured