Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes

Cristopher Salvi, Maud Lemercier, Chong Liu +3

Stochastic processes are random variables with values in some space of paths. However, reducing a stochastic process to a path-valued random variable ignores its filtration, i.e. t…