Christos Dimitrakakis

Professor - Programming
Image of Christos Dimitrakakis
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Visiting address Gaustadalléen 23B 0373 Oslo
Postal address Postboks 1080 0316 Oslo

Available positions

Two PhD positions in reinforcement learning, fairness or privacy. Apply by 31 May 2022

Research interests

  • Artificial intelligence and society
  • Differential privacy
  • Reinforcement learning
Tags: reinforcement learning, machine learning, differential privacy, fairness, decision making under uncertainty, artificial intelligence, adversarial machine learning, Bayesian inference, autonomous vehicles, recommendation systems

Publications

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  • Kleine Büning, Thomas; George, Anne-Marie & Dimitrakakis, Christos (2021). Interactive Inverse Reinforcement Learning for Cooperative Games.
  • Dimitrakakis, Christos (2020). Differential privacy in energy systems.
  • Jorge, Emilio; Eriksson, Hannes; Dimitrakakis, Christos; Basu, Debabrota & Grover, Divya (2020). Inferential Induction: A Novel Framework for Bayesian Reinforcement Learning.
  • Eriksson, Hannes & Dimitrakakis, Christos (2020). Epistemic Risk-Sensitive Reinforcement Learning .
  • Grover, Divya; Basu, Debabrota & Dimitrakakis, Christos (2020). Bayesian Reinforcement Learning via Deep, Sparse Sampling.
  • Tossou, Aristide; Dimitrakakis, Christos; Rzepecki, Jaroslaw & Hofmann, Katja (2020). A Novel Individually Rational Objective In Multi-Agent Multi-Armed Bandits: Algorithms and Regret Bounds.
  • Boroujeni, Mahrokh Ghoddousi; Fay, Dominik; Dimitrakakis, Christos & Kamgarpour, Maryam (2019). Privacy of Real-Time Pricing in Smart Grid.
  • 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.

View all works in Cristin

Published Nov. 8, 2018 11:09 AM - Last modified May 13, 2022 6:17 AM