Estimating Stochastic Poisson Intensities Using Deep Latent Models

Ruixin Wang, Prateek Jaiwal, Harsha Honnappa

We present methodology for estimating the stochastic intensity of a doubly stochastic Poisson process. Statistical and theoretical analyses of traffic traces show that these proces…