Spherical Hamiltonian Monte Carlo for Constrained Target Distributions

17 September 2013

Papers citing "Spherical Hamiltonian Monte Carlo for Constrained Target Distributions"

17 / 17 papers shown

Title
Geodesic slice sampling on the sphere Michael Habeck Mareike Hasenpflug Shantanu Kodgirwar Daniel Rudolf 82 10 0 19 Jan 2023
Sampling Constrained Continuous Probability Distributions: A Review Shiwei Lan Lulu Kang 48 6 0 26 Sep 2022
Spherical Sliced-Wasserstein Clément Bonet P. Berg Nicolas Courty Françcois Septier Lucas Drumetz Minh Pham 95 27 0 17 Jun 2022
Dimension-independent Markov chain Monte Carlo on the sphere H. Lie Daniel Rudolf Björn Sprungk T. Sullivan 80 6 0 22 Dec 2021
Scaling Up Bayesian Uncertainty Quantification for Inverse Problems using Deep Neural Networks Shiwei Lan Shuyi Li Babak Shahbaba UQCV BDL 84 16 0 11 Jan 2021
Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems Aman Sinha Matthew O'Kelly Russ Tedrake John C. Duchi 100 49 0 24 Aug 2020
Deep Markov Chain Monte Carlo Babak Shahbaba L. M. Lomeli T. Chen Shiwei Lan BDL 66 8 0 13 Oct 2019
A Riemann-Stein Kernel Method Alessandro Barp Christine J. Oates Emilio Porcu Mark Girolami 90 22 0 11 Oct 2018
Roll-back Hamiltonian Monte Carlo Kexin Yi Finale Doshi-Velez BDL 121 8 0 08 Sep 2017
Modified Hamiltonian Monte Carlo for Bayesian inference Tijana Radivojević E. Akhmatskaya 108 31 0 13 Jun 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 76 26 0 24 Dec 2016
Recycling intermediate steps to improve Hamiltonian Monte Carlo A. Nishimura David B. Dunson 43 10 0 21 Nov 2015
A Geometric View of Posterior Approximation T. Chen J. Streets Babak Shahbaba 59 5 0 03 Oct 2015
Emulation of Higher-Order Tensors in Manifold Monte Carlo Methods for Bayesian Inverse Problems Shiwei Lan T. Bui-Thanh M. Christie Mark Girolami 106 58 0 22 Jul 2015
Sampling constrained probability distributions using Spherical Augmentation Shiwei Lan Babak Shahbaba TPM 97 14 0 19 Jun 2015
Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases Cheng Zhang Babak Shahbaba Hongkai Zhao 121 32 0 18 Jun 2015
Precomputing Strategy for Hamiltonian Monte Carlo Method Based on Regularity in Parameter Space Cheng Zhang Babak Shahbaba Hongkai Zhao 52 15 0 06 Apr 2015