Theoretical guarantees for neural control variates in MCMC.

Denis Belomestny Artur Goldman Alexey Naumov Sergey Samsonov

Published in: CoRR (2023)

Keyphrases

theoretical guarantees
control system
neural network
network architecture
worst case
markov chain
monte carlo
principal components
machine learning
random walk
markov decision processes
control strategy
data association