154 citations · 861 across the 94 of their papers we have counts for
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cs.IT2012★ 15 cited
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices
Samet Oymak, Amin Jalali, Maryam Fazel +2
The topic of recovery of a structured model given a small number of linear observations has been well-studied in recent years. Examples include recovering sparse or group-sparse ve…
cs.IT2012★ 2 cited
Recovery of Sparse 1-D Signals from the Magnitudes of their Fourier Transform
Kishore Jaganathan, Samet Oymak, Babak Hassibi
The problem of signal recovery from the autocorrelation, or equivalently, the magnitudes of the Fourier transform, is of paramount importance in various fields of engineering. In t…
cs.IT2012★ 2 cited
Recovering Jointly Sparse Signals via Joint Basis Pursuit
Samet Oymak, Babak Hassibi
This work considers recovery of signals that are sparse over two bases. For instance, a signal might be sparse in both time and frequency, or a matrix can be low rank and sparse si…