489 citations · 909 across the 9 of their papers we have counts for
10 papers
Phantom-Conditioned Nested Sampling
Joshua G. Albert
Nested sampling estimates the evidence by assigning prior volumes to an ordered sequence of likelihood contours. Markov chain constrained-prior samplers, which are used in high-dim…
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications
Joshua Albert, Csaba Balazs, Andrew Fowlie +4
For several decades now, Bayesian inference techniques have been applied to theories of particle physics, cosmology and astrophysics to obtain the probability density functions of…
Phantom-Powered Nested Sampling
Joshua G. Albert
We introduce a novel technique within the Nested Sampling framework to enhance efficiency of the computation of Bayesian evidence, a critical component in scientific data analysis.…
The LOFAR Two-metre Sky Survey -- V. Second data release
T. W. Shimwell, M. J. Hardcastle, C. Tasse +103
In this data release from the LOFAR Two-metre Sky Survey (LoTSS) we present 120-168MHz images covering 27% of the northern sky. Our coverage is split into two regions centred at ap…
JAXNS: a high-performance nested sampling package based on JAX
Joshua G. Albert
Since its debut by John Skilling in 2004, nested sampling has proven a valuable tool to the scientist, providing hypothesis evidence calculations and parameter inference for compli…
Probabilistic direction-dependent ionospheric calibration for LOFAR-HBA
J. G. Albert, R. J. van Weeren, H. T. Intema +1
Direction dependent calibration and imaging is a vital part of producing deep, high fidelity, high-dynamic range radio images with a wide-field low-frequency array like LOFAR. Curr…