Zonotope Hit-and-run for Efficient Sampling from Projection DPPs

Guillaume Gautier, Rémi Bardenet, Michal Valko

Abstract: Determinantal point processes (DPPs) are distributions over sets of items that model diversity using kernels. Their applications in machine learning include summary extraction and recommendation sy...