Blar i Department of Mathematics and Physics (TN-IMF) på forfatter "El Gammal, Jonas Elias"
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Fast and robust Bayesian inference using Gaussian processes with GPry
El Gammal, Jonas Elias; Schöneberg, Nils; Torrado, Jesús; Fidler, Christian (Peer reviewed; Journal article, 2023)We present the GPry algorithm for fast Bayesian inference of general (non-Gaussian) posteriors with a moderate number of parameters. GPry does not need any pre-training, special hardware such as GPUs, and is intended as a ...