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03/12/2021
Multiview Sensing With Unknown Permutations: An Optimal Transport Approach
In several applications, including imaging of deformable objects while i...
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07/18/2020
Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions
A common sparse linear regression formulation is the l1 regularized leas...
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06/16/2020
Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder
Passive non-line-of-sight imaging methods are often faster and stealthie...
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08/02/2019
On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems
In this article, we study the convergence of Mirror Descent (MD) and Opt...
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05/10/2019
Analysis of Approximate Message Passing with Non-Separable Denoisers and Markov Random Field Priors
Approximate message passing (AMP) is a class of low-complexity, scalable...
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08/04/2017