Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning

Edward Higson, Will Handley, Michael Hobson +1

We present a principled Bayesian framework for signal reconstruction, in which the signal is modelled by basis functions whose number (and form, if required) is determined by the d…