Numerical approximation of McKean-Vlasov SDEs via stochastic gradient descent

Ankush Agarwal, Andrea Amato, Goncalo dos Reis +1

We propose a novel approach to numerically approximate McKean-Vlasov stochastic differential equations (MV-SDE) using stochastic gradient descent (SGD) while avoiding the use of in…