Geodesic Monte Carlo on Embedded Manifolds

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Geodesic Monte Carlo on Embedded Manifolds

25 January 2013

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Papers citing "Geodesic Monte Carlo on Embedded Manifolds"

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Title
On the convergence of Hamiltonian Monte Carlo Alain Durmus Eric Moulines E. Saksman 92 70 0 29 Apr 2017
Monte Carlo on manifolds: sampling densities and integrating functions Emilio Zappa Miranda C. Holmes-Cerfon J. Goodman 50 67 0 26 Feb 2017
Geodesic Lagrangian Monte Carlo over the space of positive definite matrices: with application to Bayesian spectral density estimation Andrew J Holbrook Shiwei Lan A. Vandenberg-Rodes Babak Shahbaba 71 26 0 24 Dec 2016
Geometric adaptive Monte Carlo in random environment Theodore Papamarkou Alexey Lindo E. Ford 43 4 0 29 Aug 2016
An Empirical Comparison of Sampling Quality Metrics: A Case Study for Bayesian Nonnegative Matrix Factorization A. Masood Weiwei Pan Finale Doshi-Velez 81 4 0 20 Jun 2016
Bayesian Inference on Matrix Manifolds for Linear Dimensionality Reduction Andrew J Holbrook A. Vandenberg-Rodes Babak Shahbaba 43 15 0 14 Jun 2016
Asymptotically exact inference in differentiable generative models Matthew M. Graham Amos J. Storkey BDL 189 33 0 25 May 2016
On the Geometric Ergodicity of Hamiltonian Monte Carlo Samuel Livingstone M. Betancourt Simon Byrne Mark Girolami 141 117 0 29 Jan 2016
Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization Yang Song Jun Zhu 51 10 0 03 Dec 2015
Moment conditions and Bayesian nonparametrics L. Bornn N. Shephard R. Solgi 90 19 0 30 Jul 2015
Sampling constrained probability distributions using Spherical Augmentation Shiwei Lan Babak Shahbaba TPM 95 14 0 19 Jun 2015
Information-geometric Markov Chain Monte Carlo methods using Diffusions Samuel Livingstone Mark Girolami DiffM 128 45 0 31 Mar 2014
A new method to simulate the Bingham and related distributions in directional data analysis with applications J. Kent Asaad M. Ganeiber K. Mardia 69 52 0 30 Oct 2013
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions Shiwei Lan Bo Zhou Babak Shahbaba 95 58 0 17 Sep 2013