149 citations · 258 across the 21 of their papers we have counts for
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cs.IT2018
Uncertainty relations and sparse signal recovery
Erwin Riegler, Helmut Bölcskei
This chapter provides a principled introduction to uncertainty relations underlying sparse signal recovery. We start with the seminal work by Donoho and Stark, 1989, which defines…
math.FA2018
Lossless Analog Compression
Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis +2
We establish the fundamental limits of lossless analog compression by considering the recovery of arbitrary m-dimensional real random vectors x from the noiseless linear measuremen…