Statistical Papers· 2026Q2
Fast replica exchange stochastic gradient Langevin dynamics
- 2citations
- Q2SCImago
- 2026year
Short summary
A new method expedites replica exchange stochastic gradient Langevin dynamics (SGLD) by directly estimating the bias from stochastic gradient estimators, allowing high-temperature chains to be simulated at negligible cost and preserving convergence.
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Statistics and ProbabilityMathematics