Christos Dimitrakakis

Professor - PROG Programmering
Bilde av Christos Dimitrakakis
English version of this page
Brukernavn
Besøksadresse Gaustadalléen 23B 0373 Oslo
Postadresse Postboks 1080 0316 Oslo

Jeg er forsker innen Maskinlæring og mine viktigste interesser er:

  1. Forsterkende læring.
  2. Sosiale aspekter ved AI (e.g. rettferdighet),
  3. Personvern (esp. Differential Privacy)

Undervisning

Jeg underviser IN-STK5000Adaptive methods for data-based decision making, med emner:

  • Grafiske modeller og Bayesiansk inferens
  • Beslutningsteori
  • Reproduserbarhet i datadrevet vitenskap
  • Personvern
  • Rettferdighet
  • Kausalitet
  • Adaptiv experimentdesign
  • Introduksjon til Markov beslutningsprosesser
Emneord: maskinlæring, reinforcement learning, differential privacy, Kunstig intelligens, personvern

Publikasjoner

Se alle arbeider i Cristin

  • 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.

Se alle arbeider i Cristin

Publisert 16. okt. 2019 09:40