85 citations · 149 across the 12 of their papers we have counts for
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cs.IT2014
Two algorithms for compressed sensing of sparse tensors
Shmuel Friedland, Qun Li, Dan Schonfeld +1
Compressed sensing (CS) exploits the sparsity of a signal in order to integrate acquisition and compression. CS theory enables exact reconstruction of a sparse signal from relative…
cs.IT2010★ 7 cited
Message Error Analysis of Loopy Belief Propagation for the Sum-Product Algorithm
Xiangqiong Shi, Dan Schonfeld, Daniela Tuninetti
Belief propagation is known to perform extremely well in many practical statistical inference and learning problems using graphical models, even in the presence of multiple loops.…
cs.IT2009★ 19 cited
Mapping Equivalence for Symbolic Sequences: Theory and Applications
Liming Wang, Dan Schonfeld
Processing of symbolic sequences represented by mapping of symbolic data into numerical signals is commonly used in various applications. It is a particularly popular approach in g…