82 citations · 241 across the 20 of their papers we have counts for
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cs.IT2013
Non-Convex Compressed Sensing Using Partial Support Information
Navid Ghadermarzy, Hassan Mansour, Ozgur Yilmaz
In this paper we address the recovery conditions of weighted minimization for signal reconstruction from compressed sensing measurements when partial support information i…
math.NA2013★ 9 cited
A fast randomized Kaczmarz algorithm for sparse solutions of consistent linear systems
Hassan Mansour, Ozgur Yilmaz
The Kaczmarz algorithm is a popular solver for overdetermined linear systems due to its simplicity and speed. In this paper, we propose a modification that speeds up the convergenc…
stat.ML2013
Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour +2
Recent SVD-free matrix factorization formulations have enabled rank minimization for systems with millions of rows and columns, paving the way for matrix completion in extremely la…