Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations

Batuhan Güler, Alexis Laignelet, Panos Parpas

Applications in quantitative finance such as optimal trade execution, risk management of options, and optimal asset allocation involve the solution of high dimensional and nonlinea…