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Robust Approximate Sampling via Stochastic Gradient Barker Dynamics.

, and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 2107-2115. PMLR, (2024)

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A fresh Take on 'Barker Dynamics' for MCMC., , and . MCQMC, volume 387 of Springer Proceedings in Mathematics and Statistics, page 169-184. Springer, (2020)Robust Approximate Sampling via Stochastic Gradient Barker Dynamics., and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 2107-2115. PMLR, (2024)Improving multiple-try Metropolis with local balancing., , and . J. Mach. Learn. Res., (2023)