Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions

Jianxin Zhang, Josh Viktorov, Doosan Jung +1

Neural Stochastic Differential Equations (Neural SDEs) have emerged as powerful mesh-free generative models for continuous stochastic processes, with critical applications in field…