3 citations · 4 across the 6 of their papers we have counts for
4 papers
Learning from few examples: Classifying sex from retinal images via deep learning
Aaron Berk, Gulcenur Ozturan, Parsa Delavari +3
Deep learning has seen tremendous interest in medical imaging, particularly in the use of convolutional neural networks (CNNs) for developing automated diagnostic tools. The facili…
A coherence parameter characterizing generative compressed sensing with Fourier measurements
Aaron Berk, Simone Brugiapaglia, Babhru Joshi +3
In Bora et al. (2017), a mathematical framework was developed for compressed sensing guarantees in the setting where the measurement matrix is Gaussian and the signal structure is…
Support driven reweighted minimization
Hassan Mansour, Ozgur Yilmaz
In this paper, we propose a support driven reweighted minimization algorithm (SDRL1) that solves a sequence of weighted problems and relies on the support estimat…
Weighted-{} minimization with multiple weighting sets
Hassan Mansour, Ozgur Yilmaz
In this paper, we study the support recovery conditions of weighted minimization for signal reconstruction from compressed sensing measurements when multiple support estim…