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02/28/2023
Sequential edge detection using joint hierarchical Bayesian learning
This paper introduces a new sparse Bayesian learning (SBL) algorithm tha...
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03/28/2022
Sequential image recovery from noisy and under-sampled Fourier data
A new algorithm is developed to jointly recover a temporal sequence of i...
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01/18/2022
Generalized sparse Bayesian learning and application to image reconstruction
Image reconstruction based on indirect, noisy, or incomplete data remain...
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12/03/2021
A Divide-and-Conquer Algorithm for Distributed Optimization on Networks
In this paper, we consider networks with topologies described by some co...
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05/29/2017
PCM-TV-TFV: A Novel Two Stage Framework for Image Reconstruction from Fourier Data
We propose in this paper a novel two-stage Projection Correction Modelin...
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01/24/2011
Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression
A typical approach in estimating the learning rate of a regularized lear...
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01/23/2011