Mixture Modeling for Temporal Point Processes with Memory

Xiaotian Zheng, Athanasios Kottas, Bruno Sansó

We propose a constructive approach to building temporal point processes that incorporate dependence on their history. The dependence is modeled through the conditional density of t…