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Durham University

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Georgios Karagiannis, PhD University of Bristol

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Assistant Professor, Statistics in the Department of Mathematical Sciences
Telephone: +44 (0) 191 33 42718
Room number: CM126b

(email at georgios.karagiannis@durham.ac.uk)

Research interests

I am a Bayesian statistician with particular research interests in the development of methods for (i.) statistical modelling to address Bayesian computer model calibration and uncertainty quantification (UQ) problems; (ii.) statistical computing to facilitate inference in complex statistical models; and (iii.) machine learning.

A number of my recent research projects/developments address modern statistical challenges such as `Big Data' and High-Dimensional problems one can meet in real applications, while they can be implemented in parallel computing environments.

Publications: https://www.maths.dur.ac.uk/~mffk55/publications.html

Some areas: https://www.maths.dur.ac.uk/~mffk55/research.html

Research Groups

Department of Mathematical Sciences

Research Interests

  • Bayesian statistics
  • Machine learning, and Big-data analysis
  • Computational statistics, and Markov chain Monte Carlo
  • Uncertainty Quantification

Indicators of Esteem

Selected Publications

Conference Paper

Journal Article

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Supervises

Selected Grants

  • 2020: London Mathematical Society Undergraduate Research Bursaries
  • 2017: London Mathematical Society Undergraduate Research Bursaries

Teaching Areas

  • Bayesian statistics III/IV --2017, 2019 (25 hours/year.)
  • Statistical methods III --2021 (21 hours/year.)
  • Statistics I --2017, 2019 (21 hours/year.)
  • Topics in statistics III/IV --2018, 2020 (25 hours/year.)