Dependent relevance determination for smooth and structured sparse regression

Anqi Wu, Oluwasanmi Koyejo, Jonathan W. Pillow

In many problem settings, parameter vectors are not merely sparse but dependent in such a way that non-zero coefficients tend to cluster together. We refer to this form of dependen…