Langevin MCMC: theory and methods

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DOE CSGF 2016: Second-order Langevin Markov Chain Monte Carlo

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76 Irreversible Langevin MCMC on Lie Groups

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Underdamped Langevin MCMC: A non-asymptotic analysis

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The Langevin MCMC: Theory and Methods by Eric Moulines

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The Langevin MCMC: Theory and Methods by Eric Moulines

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Markov Chain Monte Carlo (MCMC) : Data Science Concepts

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High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm

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The Langevin MCMC: Theory and Methods (Lecture 2) by Eric Moulines

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Exact Langevin Dynamics with stochastic gradients (AABI 2021)

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Neil Chada, Unbiased Kinetic Langevin Monte Carlo

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Field-Level Inference with Microcanonical Langevin Monte Carlo

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On Langevin Monte Carlo for Log-Concave Densities

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Adaptive Tuning for Metropolis Adjusted Langevin Trajectories

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Langevin Monte Carlo and JKO splitting

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The promises and pitfalls of Stochastic Gradient Langevin Dynamics - Eric Moulines

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