169 citations · 381 across the 21 of their papers we have counts for
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eess.IV2018★ 23 cited
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery
Gaurav N. Shetty, Konstantinos Slavakis, Abhishek Bose +3
This paper puts forth a novel bi-linear modeling framework for data recovery via manifold-learning and sparse-approximation arguments and considers its application to dynamic magne…
math.OC2018★ 3 cited
The Stochastic Fejér-Monotone Hybrid Steepest Descent Method and the Hierarchical RLS
Konstantinos Slavakis
This paper introduces the stochastic Fejér-monotone hybrid steepest descent method (S-FM-HSDM) to solve affinely constrained and composite convex minimization tasks. The minimizati…