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…