Sparse Mixture Models inspired by ANOVA Decompositions

Johannes Hertrich, Fatima Antarou Ba, Gabriele Steidl

Inspired by the analysis of variance (ANOVA) decomposition of functions we propose a Gaussian-Uniform mixture model on the high-dimensional torus which relies on the assumption tha…