Search Results for author: Dimitri Marinelli

Found 2 papers, 1 papers with code

Accelerating MCMC algorithms through Bayesian Deep Networks

no code implementations29 Nov 2020 Hector J. Hortua, Riccardo Volpi, Dimitri Marinelli, Luigi Malago

Markov Chain Monte Carlo (MCMC) algorithms are commonly used for their versatility in sampling from complicated probability distributions.

Parameters Estimation for the Cosmic Microwave Background with Bayesian Neural Networks

2 code implementations19 Nov 2019 Hector J. Hortua, Riccardo Volpi, Dimitri Marinelli, Luigi Malagò

In the second part of the paper, we present a guide to the training and calibration of a successful multi-channel BNN for the CMB temperature and polarization map.

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