Deep Learning for Computing Convergence Rates of Markov Chains

Yanlin Qu, Jose Blanchet, Peter Glynn

Convergence rate analysis for general state-space Markov chains is fundamentally important in areas such as Markov chain Monte Carlo and algorithmic analysis (for computing explici…