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11/29/2021
Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension
In this paper, we consider recovering n dimensional signals from m binar...
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09/18/2021
Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly
Recovering sparse signals from observed data is an important topic in si...
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09/04/2021
Convergence Analysis for the PINNs
In recent years, physical informed neural networks (PINNs) have been sho...
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12/16/2020