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Agapiou Sergios

LECTURER
Department of Mathematics and Statistics
Cyprus University of Technology
Cyprus

Biography

Undergraduate studies at the National Technical University of Athens (5 year diploma in Applied Mathematical and Physical Sciences) and postrgraduate studies at the University of Warwick, United Kingdom (M.Sc. 2010 and Ph.D. in Mathematics, 2013). In the past, he worked at the Mathematics Institute, University of Warwick (Postdoctoral Research Fellow, 2013-2014) and the Department of Statistics, University of Warwick (Postdoctoral Research Fellow, 2014-2015).

Research Interest

roblems at the interface of Differential Equations and Statistics in high dimensions, Bayesian regularization of Inverse Problems, Statistical Simulation and Inference, Monte Carlo and Markov chain Monte Carlo methods in function space, Posterior Consistency, Statistical Learning

Publications

  • Agapiou, S. Larsson and A. M. Stuart, Posterior contraction rates for the Bayesian approach to linear ill-posed inverse problems, Stochastic Processes and their Applications, volume 123, issue 10 (2013), pages 3828-3860.

  • Agapiou, A. M. Stuart and Yuan-Xiang Zhang, Bayesian posterior contraction rates for linear severely ill-posed inverse problems, Journal of Inverse and Ill-Posed Problems, volume 22, issue 3 (2014), pages 297-321.

  • Agapiou, J. M. Bardsley, O. Papaspiliopoulos and A. M. Stuart, Analysis of the Gibbs sampler for hierarchical inverse problems, SIAM/ASA Journal on Uncertainty Quantification, volume 2, issue 1 (2014), pages 511-544.

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