1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.IT2022
Warm-Starting in Message Passing algorithms
Nikolajs Skuratovs, Mike E. Davies
Vector Approximate Message Passing (VAMP) provides the means of solving a linear inverse problem in a Bayes-optimal way assuming the measurement operator is sufficiently random. Ho…
cs.IT2021★ 1 cited
Divergence Estimation in Message Passing algorithms
Nikolajs Skuratovs, Michael Davies
Many modern imaging applications can be modeled as compressed sensing linear inverse problems. When the measurement operator involved in the inverse problem is sufficiently random,…
cs.IT2020
Compressed Sensing with Upscaled Vector Approximate Message Passing
Nikolajs Skuratovs, Michael Davies
The Recently proposed Vector Approximate Message Passing (VAMP) algorithm demonstrates a great reconstruction potential at solving compressed sensing related linear inverse problem…