57 citations · 64 across the 7 of their papers we have counts for
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stat.ML2015★ 1 cited
Bayesian Learning for Low-Rank matrix reconstruction
Martin Sundin, Cristian R. Rojas, Magnus Jansson +1
We develop latent variable models for Bayesian learning based low-rank matrix completion and reconstruction from linear measurements. For under-determined systems, the developed me…
stat.ML2015★ 1 cited
Combined modeling of sparse and dense noise for improvement of Relevance Vector Machine
Martin Sundin, Saikat Chatterjee, Magnus Jansson
Using a Bayesian approach, we consider the problem of recovering sparse signals under additive sparse and dense noise. Typically, sparse noise models outliers, impulse bursts or da…