Christos Merkatas

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Spyridon HatjispyrosVerified email at aegean.gr
Antonio PossoloNIST Fellow, National Institute of Standards and TechnologyVerified email at nist.gov
Stephan SchlammingerNISTVerified email at nist.gov
Blaza TomanMathematical Statistician, NISTVerified email at nist.gov
Konstantinos KaloudisUniversity of the AegeanVerified email at aegean.gr
Olha Bodnar-BoretskaAssociate Professor, Örebro University , SwedenVerified email at mdh.se
Simo SärkkäAssociate Professor, Aalto UniversityVerified email at aalto.fi
Theodoros NicolerisAssociate Professor of Statistics, National and Kapodistrian University of AthensVerified email at econ.uoa.gr
Joniald ShenaSystemorphVerified email at systemorph.com
Miguel AF Sanjuán (ORCID:0000-000...Professor of Physics at Universidad Rey Juan Carlos (ROR 01v5cv687), Madrid, SpainVerified email at urjc.es
Toni KarvonenPostdoctoral Researcher, University of HelsinkiVerified email at helsinki.fi

Christos Merkatas

University of the Aegean

Verified email at aegean.gr - Homepage

Bayesian nonparametrics Markov Chain Monte Carlo Random dynamical systems


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Shades of dark uncertainty and consensus value for the Newtonian constant of gravitation C Merkatas, B Toman, A Possolo, S Schlamminger Metrologia 56 (5), 054001, 2019	36	2019
Asymmetrical uncertainties A Possolo, C Merkatas, O Bodnar Metrologia 56 (4), 045009, 2019	28	2019
A Bayesian nonparametric approach to reconstruction and prediction of random dynamical systems C Merkatas, K Kaloudis, SJ Hatjispyros Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (6), 2017	10	2017
Dependent mixtures of geometric weights priors SJ Hatjispyros, C Merkatas, T Nicoleris, SG Walker Computational Statistics & Data Analysis 119, 1-18, 2018	9	2018
System identification using autoregressive Bayesian neural networks with nonparametric noise models C Merkatas, S Särkkä Journal of Time Series Analysis 44 (3), 319-330, 2023	3*	2023
Joint reconstruction and prediction\break of random dynamical systems under\break borrowing of strength SJ Hatjispyros, C Merkatas Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (2), 2019	3	2019
Mixture models with decreasing weights SJ Hatjispyros, C Merkatas, SG Walker Computational Statistics & Data Analysis 179, 107651, 2023	2	2023
On the approximation of basins of attraction using deep neural networks J Shena, K Kaloudis, C Merkatas, MAF Sanjuán arXiv preprint arXiv:2109.06564, 2021	2	2021
A Gibbs Sampler for Bayesian Nonparametric State-Space Models C Merkatas, S Särkkä ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024		2024
Gaussian Approximations of SDES in Metropolis-Adjusted Langevin Algorithms S Särkkä, C Merkatas, T Karvonen 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021		2021
Bayesian nonparametrics and applications C Merkatas		2018

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