57 citations · 64 across the 7 of their papers we have counts for
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math.ST2014★ 2 cited
Alternating Strategies Are Good For Low-Rank Matrix Reconstruction
Kezhi Li, Martin Sundin, Cristian R. Rojas +2
This article focuses on the problem of reconstructing low-rank matrices from underdetermined measurements using alternating optimization strategies. We endeavour to combine an alte…
math.NA2014
Relevance Singular Vector Machine for low-rank matrix sensing
Martin Sundin, Saikat Chatterjee, Magnus Jansson +1
In this paper we develop a new Bayesian inference method for low rank matrix reconstruction. We call the new method the Relevance Singular Vector Machine (RSVM) where appropriate p…