At the Intersection of Deep Sequential Model Framework and State-space Model Framework: Study on Option Pricing

Ziyang Ding, Sayan Mukherjee

Inference and forecast problems of the nonlinear dynamical system have arisen in a variety of contexts. Reservoir computing and deep sequential models, on the one hand, have demons…