Generalized Determinantal Point Processes for Attraction and Repulsion with Distinct Interaction Kernels

Hideaki Ishibashi, Takahiro Kawashima, Hideitsu Hino

Determinantal point processes (DPPs) model subset selection probability with repulsion, but many applications also exhibit attraction arising from pairwise relations or shared late…