129 citations · 231 across the 6 of their papers we have counts for
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cs.IT2013★ 99 cited
Fundamental performance limits for ideal decoders in high-dimensional linear inverse problems
Anthony Bourrier, Mike E. Davies, Tomer Peleg +2
This paper focuses on characterizing the fundamental performance limits that can be expected from an ideal decoder given a general model, ie, a general subset of "simple" vectors o…
cs.IT2012★ 3 cited
Performance Guarantees of the Thresholding Algorithm for the Co-Sparse Analysis Model
Tomer Peleg, Michael Elad
The co-sparse analysis model for signals assumes that the signal of interest can be multiplied by an analysis dictionary Ω, leading to a sparse outcome. This model stands as an int…
cs.IT2010★ 129 cited
Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery
Tomer Peleg, Yonina C. Eldar, Michael Elad
Signal modeling lies at the core of numerous signal and image processing applications. A recent approach that has drawn considerable attention is sparse representation modeling, in…