most citedAccelerated Variance Based Joint Sparsity Recovery of Images from Fourier Data

2 citations · 4 across the 2 of their papers we have counts for

collaborators

3 papers

math.NA2021★ 2 cited

Empirical Bayesian Inference using Joint Sparsity

Jiahui Zhang, Anne Gelb, Theresa Scarnati

This paper develops a new empirical Bayesian inference algorithm for solving a linear inverse problem given multiple measurement vectors (MMV) of under-sampled and noisy observable…

math.NA2019★ 2 cited

Accelerated Variance Based Joint Sparsity Recovery of Images from Fourier Data

Theresa Scarnati, Anne Gelb

Several problems in imaging acquire multiple measurement vectors (MMVs) of Fourier samples for the same underlying scene. Image recovery techniques from MMVs aim to exploit the joi…

math.NA2019

Matching Component Analysis for Transfer Learning

Charles Clum, Dustin G. Mixon, Theresa Scarnati

We introduce a new Procrustes-type method called matching component analysis to isolate components in data for transfer learning. Our theoretical results describe the sample comple…