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08/15/2023
Max-affine regression via first-order methods
We consider regression of a max-affine model that produces a piecewise l...
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10/13/2022
Sketching low-rank matrices with a shared column space by convex programming
In many practical applications including remote sensing, multi-task lear...
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03/12/2021
Max-Linear Regression by Scalable and Guaranteed Convex Programming
We consider the multivariate max-linear regression problem where the mod...
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02/03/2019
Semi-Supervised Learning Detector for MU-MIMO Systems with One-bit ADCs
We study an uplink multiuser multiple-input multiple-output (MU-MIMO) sy...
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12/10/2018