Staff

Christos Dimitrakakis

Docent at the Computing Science division, Department of Computer Science and Engineering

chrdimi@chalmers.se +46 31 772 10 44 Find me http://orcid.org/0000-0002-5367-5189

Link to personal webpage

Publications
Collaboration and projects

Differential privacy for Bayesian inference through posterior sampling

Author: Dimitrakakis, Christos; Nelson, Blaine E N; Zhang, Zuhe; Mitrokotsa, Aikaterini; Rubinstein, Benjamin I P

Published: 2017

Published in: Journal of Machine Learning Research

Publication type: Scientific journal article - peer reviewed
Near-Optimal Blacklisting

Author: Dimitrakakis, Christos; Mitrokotsa, Aikaterini

Published: 2017

Published in: Computers & security

Publication type: Scientific journal article - peer reviewed
Optimal advertisement strategies for small and big companies

Author: Tossou, Aristide C. Y.; Dimitrakakis, Christos

Published: 2016

Published in: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. 7th International Conference on e-Infrastructure and e-Services, AFRICOMM 2015; Cotonou; Benin; 15-16 December 2015

Publication type: Conference paper - peer reviewed
Synergistic user ↔ context analytics

Author: Hossmann-Picu, A.; Li, Z.; Zhao, Z.; Braun, T.; Angelopoulos, C.M.; Evangelatos, O.; Rolim, J.; Papandrea, M.; Garg, K.; Giordano, S.; Tossou, Aristide C. Y.; Dimitrakakis, Christos; Mitrokotsa, Aikaterini

Published: 2016

Published in: Advances in Intelligent Systems and Computing

Publication type: Chapter in monograph, book
Algorithms for Differentially Private Multi-Armed Bandits

Author: Tossou, Aristide C. Y.; Dimitrakakis, Christos

Published: 2016

Published in: 30th AAAI Conference on Artificial Intelligence, AAAI 2016, Phoenix Convention CenterPhoenix, United States, 12-17 February 2016

Publication type: Conference paper - peer reviewed
On the differential privacy of Bayesian inference

Author: Zhang, Zuhe; Rubinstein, Benjamin I.P.; Dimitrakakis, Christos

Published: 2016

Published in: 30th AAAI Conference on Artificial Intelligence, AAAI 2016, Phoenix Convention CenterPhoenix, United States, 12-17 February 2016

Publication type: Conference paper - peer reviewed
Foreword - Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security

Author: Dimitrakakis, Christos; Mitrokotsa, Aikaterini; Sinha, A.; Ray, I.

Published: 2015

Published in: 8th ACM Workshop on Artificial Intelligence and Security, AISec 2015 - co-located with CCS 2015; Denver; United States

Publication type: Conference paper - non peer reviewed
Differentially private, multi-agent multi-armed bandits

Author: Tossou, Aristide C. Y.; Dimitrakakis, Christos

Published: 2015

Published in: European Workshop on Reinforcement Learning (EWRL-15)

Publication type: Conference paper - peer reviewed
Distance-Bounding Protocols: Are You Close Enough?

Author: Dimitrakakis, Christos; Mitrokotsa, Aikaterini

Published: 2015

Published in: Ieee Security & Privacy

Publication type: Scientific journal article - peer reviewed
Expected loss analysis for authentication in constrained channels

Author: Dimitrakakis, Christos; Mitrokotsa, Aikaterini; Vaudenay, Serge

Published: 2015

Published in: Journal of Computer Security

Publication type: Scientific journal article - peer reviewed
Foreword - Proceedings of the ACM Conference on Computer and Communications Security

Author: Dimitrakakis, Christos; Mitrokotsa, Aikaterini; Rubinstein, B.; Ahn, G. J.

Published: 2014

Published in: 7th ACM Workshop Artificial Intelligence and Security, AISec 2014, Co-located with the ACM Conference on Computer and Communication Security, CCS 2014, Scottsdale, United States, 7 November 2014

Publication type: Conference paper - non peer reviewed
Differential Privacy and Private Bayesian Inference.

Author: Dimitrakakis, Christos; Nelson, Blaine; Rubinstein, Ben; Mitrokotsa, Aikaterini

Published: 2014

Published in: n Proceedings of the 19th Nordic Conference on Secure IT Systems (NordSec 2014), Poster, Tromso, Norway, October 2014.

Publication type: Conference poster
Generalised entropy MDPs and Minimax Regret

Author: Androulakis, Emmanouil; Dimitrakakis, Christos

Published: 2014

Published in: NIPS 2014, From bad models to good policies workshop.

Publication type: Conference paper - peer reviewed
Usable ABC reinforcement learning

Author: Dimitrakakis, Christos; Tziortziotis, Nikolaos

Published: 2014

Published in: NIPS 2014, ABC in Montreal workshop.

Publication type: Conference poster
The reinforcement learning competition

Author: Dimitrakakis, Christos; Tziortziotis, Nikolaos

Published: 2014

Published in: Artificial Intelligence Magazine

Publication type: Journal article - popular science
Robust and private Bayesian inference

Author: Dimitrakakis, Christos; Nelson, Blaine; Mitrokotsa, Aikaterini; Rubinstein, Benjamin

Published: 2014

Published in: Lecture Notes in Artificial Intelligence: Algorithmic Learning Theory (ALT). 25th International Conference on Algorithmic Learning Theory (ALT), Bled, SLOVENIA, OCT 08-10, 2014

Publication type: Conference paper - peer reviewed
On the Leakage of Information in Biometric Authentication

Author: Pagnin, Elena; Dimitrakakis, Christos; Abidin, Aysajan; Mitrokotsa, Aikaterini

Published: 2014

Published in: In Proceedings of Indocrypt - 15th International Conference on Cryptology in India 2014, New Delhi, December 2014.

Publication type: Conference paper - peer reviewed
Cover Tree Bayesian Reinforcement Learning

Author: Tziortziotis, N.; Dimitrakakis, Christos; Blekas, K.

Published: 2014

Published in: Journal of machine learning research

Publication type: Scientific journal article - peer reviewed
Generalization and Interference in Human Motor Control

Author: Lonini, Luca; Dimitrakakis, Christos; Rothkopf, Constantin; Triesch, Jochen

Published: 2013

Published in: Computational and Robotic Models of the Hierarchical Organization of Behavior

Publication type: Chapter in monograph, book
Intrusion detection in MANET using classification algorithms: The effects of cost and model selection

Author: Mitrokotsa, Aikaterini; Dimitrakakis, Christos

Published: 2013

Published in: Ad Hoc Networks

Publication type: Scientific journal article - peer reviewed
On selecting the nonce length in distance bounding protocols

Author: Mitrokotsa, Aikaterini; Periz-Lopez, Pedro; Dimitrakakis, Christos; Vaudenay, Serge

Published: 2013

Published in: The Computer Journal

Publication type: Scientific journal article - peer reviewed
Linear Bayesian reinforcement learning

Author: Tziortziotis, Nikolaos; Dimitrakakis, Christos; Blekas, Konstantinos

Published: 2013

Published in: IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence

Publication type: Conference paper - peer reviewed
Monte-Carlo utility estimates for Bayesian reinforcement learning

Author: Dimitrakakis, Christos

Published: 2013

Published in: 52nd IEEE Conference on Decision and Control, CDC 2013, Florence, Italy, 10-13 December 2013

Publication type: Conference paper - peer reviewed
Probabilistic inverse reinforcement learning in unknown environments

Author: Tossou, Aristide C. Y.; Dimitrakakis, Christos

Published: 2013

Published in: Conference on Uncertainty in Artificial Intelligence, UAI 2013

Publication type: Conference paper - peer reviewed
ABC Reinforcement Learning

Author: Dimitrakakis, Christos; Tziortziotis, Nikolaos

Published: 2013

Published in: JMLR W&CP (ICML 2013)

Publication type: Conference paper - peer reviewed

Go to Chalmers publication library

Published: Fri 20 Sep 2013. Modified: Mon 21 Aug 2017

Christos Dimitrakakis

Projects

Closed