Deep learning of point processes for modeling high-frequency data

Yoshihiro Gyotoku, Ioane Muni Toke, Nakahiro Yoshida

We investigate applications of deep neural networks to a point process having an intensity with mixing covariates processes as input. Our generic model includes Cox-type models and…