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08/03/2023
Is your data alignable? Principled and interpretable alignability testing and integration of single-cell data
Single-cell data integration can provide a comprehensive molecular view ...
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06/13/2021
Convex Sparse Blind Deconvolution
In the blind deconvolution problem, we observe the convolution of an unk...
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06/10/2019
Degrees of Freedom Analysis of Unrolled Neural Networks
Unrolled neural networks emerged recently as an effective model for lear...
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06/01/2018
Neural Proximal Gradient Descent for Compressive Imaging
Recovering high-resolution images from limited sensory data typically le...
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11/27/2017