No Free Lunch for Stochastic Gradient Langevin Dynamics

Natesh S. Pillai, Aaron Smith, Azeem Zaman

As sample sizes grow, scalability has become a central concern in the development of Markov chain Monte Carlo (MCMC) methods. One general approach to this problem, exemplified by t…