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20092023
most citedImproving the Convergence Properties of the Data Augmentation Algorithm with an Application to Bayesian Mixture Modeling

25 citations · 44 across the 16 of their papers we have counts for

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stat.ME2023

Geometric Ergodicity in Modified Variations of Riemannian Manifold and Lagrangian Monte Carlo

James A. Brofos, Vivekananda Roy, Roy R. Lederman

Riemannian manifold Hamiltonian (RMHMC) and Lagrangian Monte Carlo (LMC) have emerged as powerful methods of Bayesian inference. Unlike Euclidean Hamiltonian Monte Carlo (EHMC) and…