On Sparsity by NUV-EM, Gaussian Message Passing, and Kalman Smoothing

Hans-Andrea Loeliger, Lukas Bruderer, Hampus Malmberg +2

Normal priors with unknown variance (NUV) have long been known to promote sparsity and to blend well with parameter learning by expectation maximization (EM). In this paper, we adv…