Efficient Inference in Multi-task Cox Process Models

Virginia Aglietti, Theodoros Damoulas, Edwin V. Bonilla

Abstract: We generalize the log Gaussian Cox process (LGCP) framework to model multiple correlated point data jointly. The observations are treated as realizations of multiple LGCPs, whose log intensities ar...