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hamiltonian monte carlo

108 papers

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HMC

Co-occurring keywords · papers mentioning both

markov chain monte carlo (66) bayesian inference (45) variational inference (12) posterior distribution (10) stochastic gradient (10) stochastic process (9) bayesian neural network (9) riemannian manifold (8) sampling algorithm (8) mcmc sampling (8)

Papers

The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo JMLR 2014 Adaptive Hamiltonian and Riemann Manifold Monte Carlo ICML 2013 Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NeurIPS 2013 Flexible sampling of discrete data correlations without the marginal distributions NeurIPS 2013 Probabilistic Principal Geodesic Analysis NeurIPS 2013 A Family of MCMC Methods on Implicitly Defined Manifolds AISTATS 2012 Continuous Relaxations for Discrete Hamiltonian Monte Carlo NeurIPS 2012 Quasi-Newton Methods for Markov Chain Monte Carlo NeurIPS 2011