Christos Dimitrakakis

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Citations	1818	1242
h-index	20	16
i10-index	38	27

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Aikaterini (Katerina) MitrokotsaProfessor, Chalmers University of TechnologyVerified email at chalmers.se
Aristide TossouChalmers University of TechnologyVerified email at chalmers.se
Benjamin I. P. RubinsteinProfessor, School of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Samy BengioResearch Director, AppleVerified email at apple.com
Debabrota BasuFaculty, InriaVerified email at comp.nus.edu.sg
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Nikolaos TziortziotisJellyfish ResearchVerified email at jellyfish.com
Constantin A. RothkopfProfessor, Technical University Darmstadt & Adjunct Fellow, FIASVerified email at cogsci.tu-darmstadt.de
Goran RadanovićResearch Group Leader, Max Planck Institute for Software SystemsVerified email at mpi-sws.org
Michail G. LagoudakisAssociate Professor, School of ECE, Technical University of Crete, GreeceVerified email at intelligence.tuc.gr
Zuhe ZhangSchool of Computing & Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Boi FaltingsEcole Polytechnique Federale de Lausanne (EPFL)Verified email at epfl.ch
Jochen TrieschFrankfurt Institute for Advanced StudiesVerified email at fias.uni-frankfurt.de
Yang LiuComputer Science and Engineering, UC Santa CruzVerified email at ucsc.edu
Serge VaudenayProfessor at EPFLVerified email at epfl.ch
Pedro Peris-LopezAssociate professor, Computer Science Department, Carlos III University of MadridVerified email at inf.uc3m.es
Florent F. GarcinPhD, Researcher at Swiss Federal Institute of Technology, Lausanne (EPFL)Verified email at epfl.ch
Julio Hernandez-CastroProfessor of Computer Security, University of KentVerified email at kent.ac.uk
Konstantinos BlekasAssistant Professor, Computer Science and Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Brammert OttensSenior Machine Learning Engineer at SpotifyVerified email at spotify.com

Christos Dimitrakakis

Professor, University of Oslo

Verified email at a3.epfl.ch - Homepage

Reinforcement Learning Differential privacy Fairness Artificial Intelligence Decision Theory


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TORCS: The Open Racing Car Simulator, v1.3.5 B Wymann, E Espié, C Guionneau, C Dimitrakakis, R Coulom, A Sumner	286*	2013
Personalized news recommendation with context trees F Garcin, C Dimitrakakis, B Faltings Proceedings of the 7th ACM Conference on Recommender Systems, 105-112, 2013	115	2013
Intrusion detection in MANET using classification algorithms: The effects of cost and model selection A Mitrokotsa, C Dimitrakakis Ad Hoc Networks 11 (1), 226-237, 2013	115	2013
Differential privacy for Bayesian inference through posterior sampling C Dimitrakakis, B Nelson, Z Zhang, A Mitrokotsa, B Rubinstein Journal of machine learning research 18 (11), 1− 39, 2017	106*	2017
Network self-organization explains the statistics and dynamics of synaptic connection strengths in cortex P Zheng, C Dimitrakakis, J Triesch PLoS Comput Biol 9 (1), e1002848, 2013	90	2013
Bayesian multitask inverse reinforcement learning C Dimitrakakis, C Rothkopf Recent Advances in Reinforcement Learning, 2011	84	2011
Rollout sampling approximate policy iteration C Dimitrakakis, MG Lagoudakis Machine Learning 72 (3), 157-171, 2008	76	2008
Preference elicitation and inverse reinforcement learning C Rothkopf, C Dimitrakakis Machine Learning and Knowledge Discovery in Databases, 34-48, 2011	75	2011
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems B Ottens, C Dimitrakakis, B Faltings ACM Transactions on Intelligent Systems and Technology (TIST) 8 (5), 69, 2017	68	2017
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems. B Ottens, C Dimitrakakis, B Faltings AAAI, 2012	68*	2012
On the differential privacy of Bayesian inference Z Zhang, B Rubinstein, C Dimitrakakis Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	63	2016
Calibrated fairness in bandits Y Liu, G Radanovic, C Dimitrakakis, D Mandal, DC Parkes arXiv preprint arXiv:1707.01875, 2017	56	2017
Algorithms for differentially private multi-armed bandits A Tossou, C Dimitrakakis Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	54	2016
Reid et al.'s distance bounding protocol and mafia fraud attacks over noisy channels A Mitrokotsa, C Dimitrakakis, P Peris-Lopez, JC Hernandez-Castro Communications Letters, IEEE 14 (2), 121-123, 2010	34	2010
Boosting HMMs with an application to speech recognition C Dimitrakakis, S Bengio Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04 …, 2004	33	2004
Online adaptive policies for ensemble classifiers C Dimitrakakis, S Bengio Neurocomputing 64, 211-221, 2005	32	2005
Bayesian variable order Markov models C Dimitrakakis Proceedings of the 13th International Conference on Artificial Intelligence …, 2010	29	2010
Achieving privacy in the adversarial multi-armed bandit A Tossou, C Dimitrakakis Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	26	2017
On the leakage of information in biometric authentication E Pagnin, C Dimitrakakis, A Abidin, A Mitrokotsa International Conference on Cryptology in India, 265-280, 2014	26	2014
Complexity of stochastic branch and bound methods for belief tree search in Bayesian reinforcement learning C Dimitrakakis Arxiv preprint arXiv:0912.5029, 2009	24*	2009

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