Christos Dimitrakakis

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

Research interests

  • Artificial intelligence and society
  • Differential privacy
  • Reinforcement learning

Teaching

Autumn semester: 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)

Spring semester: IN-STK5100,  Reinforcement learning and decision making under uncertainty, which is a course on 

  • Decision theory
  • Concentration inequalities and PAC theory
  • Bandit theory
  • Markov decision process theory
  • Reinforcement learning
  • Stochastic approximation
  • Regret bounds
Tags: reinforcement learning, machine learning, differential privacy, fairness, decision making under uncertainty, artificial intelligence, adversarial machine learning, Bayesian inference, autonomous vehicles, recommendation systems
Published Nov. 8, 2018 11:09 AM - Last modified Nov. 28, 2020 10:34 PM