Christos Dimitrakakis

Associate Professor - Analytical Solutions & Reasoning

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Email chridim@ifi.uio.no

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Visiting address Gaustadalléen 23B Ole-Johan Dahls hus 0373 OSLO

Postal address Postboks 1080 Blindern 0316 OSLO

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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

Selected
Scientific articles and bookchapters
Other

Bayesian fairness, AAAI 2019.
Randomised Bayesian Least-Squares Policy Iteration, EWRL 2018.
Multi-View Decision Processes, [poster] [video] [slides] NIPS 2017.
Calibrated fairness In bandits, FATML-17.
Differential privacy for Bayesian Inference through posterior sampling, JMLR, 2017.
Achieving privacy in the adversarial multi-armed bandit, AAAI 2017.

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.

Published Nov. 8, 2018 11:09 AM - Last modified Apr. 13, 2019 1:57 PM

Research groups

Analytical Solutions and Reasoning (ASR)