Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models

Lenart Treven, Philippe Wenk, Florian Dörfler +1

Differential equations in general and neural ODEs in particular are an essential technique in continuous-time system identification. While many deterministic learning algorithms ha…