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mcmc sampler

5 papers

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bayesian inference (4) markov chain monte carlo (3) mcmc sampling (2) riemannian manifold hamiltonian monte carlo (1) generalized leapfrog integrator (1) volume preservation (1) generalized bayesian inference (1) implicit midpoint integrator (1) constrained learning (1) bayesian lasso (1)

Papers

Distance-to-Set Priors and Constrained Bayesian Inference AISTATS 2023 Continuously Tempered PDMP samplers NeurIPS 2022 Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021 Evaluating the Implicit Midpoint Integrator for Riemannian Hamiltonian Monte Carlo ICML 2021 Safe-Bayesian Generalized Linear Regression AISTATS 2020