And when your name is Dino Sejdinovic, you can actually integrate out all steps in feature space…..
Ingmar Schuster wrote a nice blog post about our recently arxived paper draft. It is about using the Kameleon Kernel Adaptive Metropolis-Hastings proposal as an MCMC rejuvenation step in a Sequential Monte Carlo context.