Christos Dimitrakakis

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Aikaterini (Katerina) MitrokotsaProfessor, University of St. GallenVerified email at unisg.ch
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
Debabrota BasuFaculty, Inria at University of Lille and CNRS (CRIStAL)Verified email at comp.nus.edu.sg
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Goran RadanovićResearch Group Leader, Max Planck Institute for Software SystemsVerified email at mpi-sws.org
Hannes ErikssonPhD Student, Zenseact AB, Chalmers University of TechnologyVerified email at chalmers.se
Constantin A. RothkopfProfessor, Technical University Darmstadt & Adjunct Fellow, FIASVerified email at cogsci.tu-darmstadt.de
Nikolaos TziortziotisJellyfish ResearchVerified email at jellyfish.com
Zuhe ZhangSchool of Computing & Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Ronald OrtnerMontanuniversität LeobenVerified email at unileoben.ac.at
Michail G. LagoudakisAssociate Professor, School of ECE, Technical University of Crete, GreeceVerified email at intelligence.tuc.gr
Boi FaltingsEPFLVerified email at epfl.ch
Yang LiuComputer Science and Engineering, UC Santa CruzVerified email at ucsc.edu
Jochen TrieschFrankfurt Institute for Advanced StudiesVerified email at fias.uni-frankfurt.de
Divya GroverPhD student, Chalmers UniversityVerified email at chalmers.se
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
Debmalya MandalMax Planck Institute for Software SystemsVerified email at mpi-sws.org

Christos Dimitrakakis

Professor, University of Neuchatel

Verified email at alumni.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	457*	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	178	2013
Differential privacy for Bayesian inference through posterior sampling C Dimitrakakis, B Nelson, Z Zhang, A Mitrokotsa, BIP Rubinstein Journal of machine learning research 18 (11), 1− 39, 2017	154*	2017
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	125	2013
Bayesian multitask inverse reinforcement learning C Dimitrakakis, C Rothkopf Recent Advances in Reinforcement Learning, 2011	117	2011
Network self-organization explains the statistics and dynamics of synaptic connection strengths in cortex P Zheng, C Dimitrakakis, J Triesch PLoS computational biology 9 (1), e1002848, 2013	110	2013
Calibrated fairness in bandits Y Liu, G Radanovic, C Dimitrakakis, D Mandal, DC Parkes arXiv preprint arXiv:1707.01875, 2017	101	2017
Preference elicitation and inverse reinforcement learning C Rothkopf, C Dimitrakakis Machine Learning and Knowledge Discovery in Databases, 34-48, 2011	100	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	96	2017
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems. B Ottens, C Dimitrakakis, B Faltings AAAI, 2012	96*	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	90	2016
Algorithms for differentially private multi-armed bandits A Tossou, C Dimitrakakis Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	88	2016
Rollout sampling approximate policy iteration C Dimitrakakis, MG Lagoudakis Machine Learning 72 (3), 157-171, 2008	81	2008
Achieving privacy in the adversarial multi-armed bandit A Tossou, C Dimitrakakis Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	45	2017
Bayesian fairness C Dimitrakakis, Y Liu, DC Parkes, G Radanovic Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 509-516, 2019	39*	2019
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	35	2010
Online adaptive policies for ensemble classifiers C Dimitrakakis, S Bengio Neurocomputing 64, 211-221, 2005	35	2005
Boosting HMMs with an application to speech recognition C Dimitrakakis, S Bengio Acoustics, Speech, and Signal Processing, 2004. Proceedings.(ICASSP'04 …, 2004	35	2004
On the leakage of information in biometric authentication E Pagnin, C Dimitrakakis, A Abidin, A Mitrokotsa Progress in Cryptology--INDOCRYPT 2014: 15th International Conference on …, 2014	34	2014
Bayesian variable order Markov models C Dimitrakakis Proceedings of the 13th International Conference on Artificial Intelligence …, 2010	34	2010

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