Christos Dimitrakakis

Bilde av Christos Dimitrakakis
English version of this page
Mobiltelefon +467294744779
Brukernavn
Besøksadresse Gaustadalléen 23B 0373 Oslo
Postadresse Postboks 1080 Blindern 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

  • Segal, Meirav; Leqi, Liu; George, Anne-Marie; Dimitrakakis, Christos & Heidari, Hoda (2023). Allocating Bonus Points in Sequential Matchings with Preference Dynamics. NeurIPS 2023 workshop: Algorithmic Fairness through the Lens of Time.
  • Kleine Büning, Thomas; Segal, Meirav; George, Anne-Marie; Basu, Debabrota & Dimitrakakis, Christos (2022). On Meritocracy in Optimal Set Selection.
  • 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