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physics.data-an2010★ 35 cited
Entropic Inference
Ariel Caticha
In this tutorial we review the essential arguments behing entropic inference. We focus on the epistemological notion of information and its relation to the Bayesian beliefs of rati…
physics.data-an2010★ 23 cited
Nested Sampling with Constrained Hamiltonian Monte Carlo
M. J. Betancourt
Nested sampling is a powerful approach to Bayesian inference ultimately limited by the computationally demanding task of sampling from a heavily constrained probability distributio…