Learning Determinantal Point Processes in Sublinear Time

Christophe Dupuy, Francis R. Bach

Abstract: We propose a new class of determinantal point processes (DPPs) which can be manipulated for inference and parameter learning in potentially sublinear time in the number of items. This class, based ...