Deep Stochastic Processes via Functional Markov Transition Operators

Jin Xu, Emilien Dupont, Kaspar Märtens +2

We introduce Markov Neural Processes (MNPs), a new class of Stochastic Processes (SPs) which are constructed by stacking sequences of neural parameterised Markov transition operato…