 | 2012 |
| 31 |  | Christos Dimitrakakis,
Aikaterini Mitrokotsa,
Serge Vaudenay:
Expected loss bounds for authentication in constrained channels.
INFOCOM 2012: 478-485 |
| 30 |  | Christos Dimitrakakis:
Sparse Reward Processes
CoRR abs/1201.2555: (2012) |
| 29 |  | Christos Dimitrakakis,
Tom Karygiannis,
Aikaterini Mitrokotsa:
Guest Editors' Introduction: Special Section on Learning, Games, and Security.
IEEE Trans. Dependable Sec. Comput. 9(4): 449-450 (2012) |
| 2011 |
| 28 |  | Christos Dimitrakakis,
Aris Gkoulalas-Divanis,
Aikaterini Mitrokotsa,
Vassilios S. Verykios,
Yücel Saygin:
Privacy and Security Issues in Data Mining and Machine Learning - International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers
Springer 2011 |
| 27 |  | Constantin A. Rothkopf,
Christos Dimitrakakis:
Preference Elicitation and Inverse Reinforcement Learning.
ECML/PKDD (3) 2011: 34-48 |
| 26 |  | Christos Dimitrakakis:
Robust Bayesian Reinforcement Learning through Tight Lower Bounds.
EWRL 2011: 177-188 |
| 25 |  | Christos Dimitrakakis,
Constantin A. Rothkopf:
Bayesian Multitask Inverse Reinforcement Learning.
EWRL 2011: 273-284 |
| 24 |  | Constantin A. Rothkopf,
Christos Dimitrakakis:
Preference elicitation and inverse reinforcement learning
CoRR abs/1104.5687: (2011) |
| 23 |  | Christos Dimitrakakis:
Robust Bayesian reinforcement learning through tight lower bounds
CoRR abs/1106.3651: (2011) |
| 22 |  | Christos Dimitrakakis,
Constantin A. Rothkopf:
Bayesian multitask inverse reinforcement learning
CoRR abs/1106.3655: (2011) |
| 21 |  | Christos Dimitrakakis,
Samy Bengio:
Phoneme and Sentence-Level Ensembles for Speech Recognition.
EURASIP J. Audio, Speech and Music Processing 2011: (2011) |
| 2010 |
| 20 |  | Christos Dimitrakakis:
Complexity of Stochastic Branch and Bound Methods for Belief Tree Search in Bayesian Reinforcement Learning.
ICAART (1) 2010: 259-264 |
| 19 |  | Christos Dimitrakakis:
Efficient Methods for Near-Optimal Sequential Decision Making under Uncertainty.
Interactive Collaborative Information Systems 2010: 125-153 |
| 18 |  | Christos Dimitrakakis:
Context models on sequences of covers
CoRR abs/1005.2263: (2010) |
| 17 |  | Christos Dimitrakakis,
Aikaterini Mitrokotsa,
Serge Vaudenay:
Expected loss analysis of thresholded authentication protocols in noisy conditions
CoRR abs/1009.0278: (2010) |
| 16 |  | Aikaterini Mitrokotsa,
Christos Dimitrakakis,
Pedro Peris-Lopez,
Julio César Hernández Castro:
Reid et al.'s distance bounding protocol and mafia fraud attacks over noisy channels.
IEEE Communications Letters 14(2): 121-123 (2010) |
| 15 |  | Christos Dimitrakakis:
Bayesian variable order Markov models.
Journal of Machine Learning Research - Proceedings Track 9: 161-168 (2010) |
| 2009 |
| 14 |  | Christos Dimitrakakis,
Aikaterini Mitrokotsa:
Statistical Decision Making for Authentication and Intrusion Detection.
ICMLA 2009: 409-414 |
| 13 |  | Christos Dimitrakakis:
Complexity of stochastic branch and bound methods for belief tree search in Bayesian reinforcement learning
CoRR abs/0912.5029: (2009) |
| 2008 |
| 12 |  | Christos Dimitrakakis:
Tree Exploration for Bayesian RL Exploration.
CIMCA/IAWTIC/ISE 2008: 1029-1034 |
| 11 |  | Christos Dimitrakakis,
Michail G. Lagoudakis:
Rollout Sampling Approximate Policy Iteration.
ECML/PKDD (1) 2008: 7 |
| 10 |  | Christos Dimitrakakis,
Michail G. Lagoudakis:
Algorithms and Bounds for Rollout Sampling Approximate Policy Iteration.
EWRL 2008: 27-40 |
| 9 |  | Christos Dimitrakakis,
Christian Savu-Krohn:
Cost-Minimising Strategies for Data Labelling: Optimal Stopping and Active Learning.
FoIKS 2008: 96-111 |
| 8 |  | Christos Dimitrakakis,
Michail G. Lagoudakis:
Rollout Sampling Approximate Policy Iteration
CoRR abs/0805.2027: (2008) |
| 7 |  | Aikaterini Mitrokotsa,
Christos Dimitrakakis,
Christos Douligeris:
Intrusion Detection Using Cost-Sensitive Classification
CoRR abs/0807.2043: (2008) |
| 6 |  | Christos Dimitrakakis,
Michail G. Lagoudakis:
Rollout sampling approximate policy iteration.
Machine Learning 72(3): 157-171 (2008) |
| 2007 |
| 5 |  | Christos Dimitrakakis,
Christian Savu-Krohn:
Cost-minimising strategies for data labelling : optimal stopping and active learning
CoRR abs/0708.1242: (2007) |
| 2006 |
| 4 |  | Christos Dimitrakakis:
Nearly Optimal Exploration-Exploitation Decision Thresholds.
ICANN (1) 2006: 850-859 |
| 3 |  | Christos Dimitrakakis:
Nearly optimal exploration-exploitation decision thresholds
CoRR abs/cs/0604010: (2006) |
| 2005 |
| 2 |  | Christos Dimitrakakis,
Samy Bengio:
Online adaptive policies for ensemble classifiers.
Neurocomputing 64: 211-221 (2005) |
| 2004 |
| 1 |  | Christos Dimitrakakis,
Samy Bengio:
Online policy adaptation for ensemble classifiers.
ESANN 2004: 19-24 |