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langevin diffusion

32 papers

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LD

Co-occurring keywords · papers mentioning both

markov chain monte carlo (12) bayesian inference (8) log-concave distribution (6) stochastic gradient (5) wasserstein distance (5) sampling algorithm (4) log-concave sampling (4) diffusion model (4) mixing time (4) stochastic process (4)

Papers

Log-concave sampling: Metropolis-Hastings algorithms are fast JMLR 2019 Convergence of Langevin MCMC in KL-divergence ALT 2018 Global Non-convex Optimization with Discretized Diffusions NeurIPS 2018 Langevin Monte Carlo and JKO splitting COLT 2018 Large-Scale Stochastic Sampling from the Probability Simplex NeurIPS 2018 Log-concave sampling: Metropolis-Hastings algorithms are fast! COLT 2018 On the Theory of Variance Reduction for Stochastic Gradient Monte Carlo ICML 2018