Search Results for author: Jonathan R. Gair

Found 3 papers, 2 papers with code

Eryn : A multi-purpose sampler for Bayesian inference

1 code implementation3 Mar 2023 Nikolaos Karnesis, Michael L. Katz, Natalia Korsakova, Jonathan R. Gair, Nikolaos Stergioulas

In recent years, methods for Bayesian inference have been widely used in many different problems in physics where detection and characterization are necessary.

Astronomy Bayesian Inference +1

Fast methods for training Gaussian processes on large data sets

no code implementations5 Apr 2016 Christopher J. Moore, Alvin J. K. Chua, Christopher P. L. Berry, Jonathan R. Gair

Gaussian process regression (GPR) is a non-parametric Bayesian technique for interpolating or fitting data.

GPR regression

Estimating the sensitivity of pulsar timing arrays

2 code implementations19 Jun 2014 Christopher J. Moore, Stephen R. Taylor, Jonathan R. Gair

The sensitivity curve of a canonical pulsar timing array is calculated for two types of source: a monochromatic wave and a stochastic background.

Instrumentation and Methods for Astrophysics High Energy Astrophysical Phenomena General Relativity and Quantum Cosmology

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