(Non-) asymptotic properties of Stochastic Gradient Langevin Dynamics

no code implementations • 2 Jan 2015 • Sebastian J. Vollmer, Konstantinos C. Zygalakis, and Yee Whye Teh

For this toy model we study the gain of the SGLD over the standard Euler method in the limit of large data sets.