Structured Sparse Modelling with Hierarchical GP

27 Apr 2017Danil KuzinOlga IsupovaLyudmila Mihaylova

In this paper a new Bayesian model for sparse linear regression with a spatio-temporal structure is proposed. It incorporates the structural assumptions based on a hierarchical Gaussian process prior for spike and slab coefficients... (read more)

PDF Abstract