Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection

no code implementations • 20 Mar 2015 • Jinye Zhang, Zhijian Ou

Existing MAP inference algorithms for determinantal point processes (DPPs) need to calculate determinants or conduct eigenvalue decomposition generally at the scale of the full kernel, which presents a great challenge for real-world applications.

Change Point Detection Point Processes