A cylindrical neural approximation theorem for conditional laws of McKean-Vlasov equations with common noise

Nacira Agram, Reda Hmioui, Jan Rems

We introduce conditional cylindrical neural networks for approximating functionals of conditional laws in McKean-Vlasov equations with common noise. Fourier moments of the initial…