SigMA: Path Signatures and Multi-head Attention for Learning Parameters in fBm-driven SDEs

Xianglin Wu, Chiheb Ben Hammouda, Cornelis W. Oosterlee

Stochastic differential equations (SDEs) driven by fractional Brownian motion (fBm) are increasingly used to model systems with rough dynamics and long-range dependence, such as th…