Hawkes processes are a class of stochastic point processes that model the occurrence of events whose likelihood increases in response to past activity. By incorporating a self-exciting mechanism, ...

Representation of a Latent Dynamics Network. The neural network consists of two sub-networks: the first (represented at the top of the figure) has the function of predicting the evolution of "latent ...