Sebastian Vollmer

Sebastian Vollmer

Publications

2017

  • T. Nagapetyan , A. B. Duncan , L. Hasenclever , S. J. Vollmer , L. Szpruch , K. Zygalakis , The True Cost of Stochastic Gradient Langevin Dynamics, Jun-2017.
  • X. Lu , V. Perrone , L. Hasenclever , Y. W. Teh , S. J. Vollmer , Relativistic Monte Carlo, in Artificial Intelligence and Statistics (AISTATS), 2017.
    Project: sgmcmc

2016

  • Y. W. Teh , A. H. Thiéry , S. J. Vollmer , Consistency and Fluctuations for Stochastic Gradient Langevin Dynamics, Journal of Machine Learning Research, 2016.
    Project: sgmcmc
  • S. J. Vollmer , K. C. Zygalakis , Y. W. Teh , Exploration of the (Non-)asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics, Journal of Machine Learning Research (JMLR), 2016.
    Project: sgmcmc