Christos Dimitrakakis

Professor - Programming
Image of Christos Dimitrakakis
Norwegian version of this page
Visiting address Gaustadalléen 23B None 0373 OSLO
Postal address Postboks 1080 0316 OSLO

Upcoming conferences

Consider submitting a paper to Privacy Preserving Machine Learning - PriML and PPML Joint Edition -- NeurIPS 2020 Workshop

Available positions

Research interests

  • Artificial intelligence and society
  • Differential privacy
  • Reinforcement learning


I am teaching IN-STK5000Adaptive methods for data-based decision making, which is a course on:

  • Graphical models and Bayesian inference
  • Decision theory
  • Reproducibility in data-driven science
  • Privacy
  • Fairness
  • Causality
  • Adaptive experiment design
  • Markov decision processes (introductory)
Tags: reinforcement learning, machine learning, differential privacy, fairness, decision making under uncertainty, artificial intelligence, adversarial machine learning, Bayesian inference, autonomous vehicles, recommendation systems


  • Dimitrakakis, Christos; Liu, Yang; Parkes, David C. & Radanovic, Goran (2019). Bayesian fairness, In  Proceedings of the AAAI Conference on Artificial Intelligence.  AAAI Press.  ISBN 978-1-57735-809-1.  KAPITTEL.
  • Ekström, Andreas; Forssen, Christian; Dimitrakakis, Christos; Dubhashi, Devdatt; Johansson, H. T.; Salomonsson, Hans & Schliep, Alexander (2019). Bayesian optimization in ab initio nuclear physics. Journal of Physics G: Nuclear and Particle Physics.  ISSN 0954-3899.  46(9) . doi: 10.1088/1361-6471/ab2b14
  • Dimitrakakis, Christos; Nelson, Blaine; Zhang, Zuhe; Mitrokotsa, Aikateirni & Rubinstein, Benjamin I.P. (2017). Differential privacy for Bayesian inference through posterior sampling. Journal of machine learning research.  ISSN 1532-4435.  18(1)
  • Dimitrakakis, Christos; Liu, Yang; Parkes, David C. & Radanovic, Goran (2019). Bayesian fairness.
  • Dimitrakakis, Christos; Parkes, David C.; Radanovic, Goran & Tylkin, Paul (2017). Multi-View Decision Processes: The Helper-AI Problem.
Published Nov. 8, 2018 11:09 AM - Last modified Sep. 7, 2020 4:00 PM