Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling

DOI10.1007/978-3-030-77957-3_19OpenAlexW3176785360MaRDI QIDQ5021911

Chafik Samir, Ines Adouani, A. Fradi

Publication date: 14 January 2022

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-77957-3_19

Mathematics Subject Classification ID

Computer science (68-XX) Statistical mechanics, structure of matter (82-XX) Differential geometry (53-XX)

Cites Work

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• On the numerical expansion of a second order stochastic process
• Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods
• Adaptive ridge estimator in a linear regression model with spherically symmetric error under constraint
• Nonparametric Inference on Manifolds
• Geometric Numerical Integration

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