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Bayesian Statistics

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Bayesian Statistics

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Research Frontiers in Stochastic Gradient Langevin Dynamics Convergence

Theoretical analysis and practical refinements of stochastic gradient Langevin algorithms for scalable approximate posterior sampling on mini-batches.

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