Nikos Vlassis
Nikos Vlassis
Sr Data Scientist, Netflix
Verified email at netflix.com - Homepage
TitleCited byYear
The global k-means clustering algorithm
A Likas, N Vlassis, JJ Verbeek
Pattern recognition 36 (2), 451-461, 2003
14652003
Perseus: Randomized point-based value iteration for POMDPs
MTJ Spaan, N Vlassis
J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005
6732005
Efficient greedy learning of Gaussian mixture models
JJ Verbeek, N Vlassis, B Kröse
Neural computation 15 (2), 469-485, 2003
4012003
A greedy EM algorithm for Gaussian mixture learning
N Vlassis, A Likas
Neural processing letters 15 (1), 77-87, 2002
3392002
An analytic solution to discrete Bayesian reinforcement learning
P Poupart, N Vlassis, J Hoey, K Regan
Proceedings of the 23rd international conference on Machine learning, 697-704, 2006
2772006
Collaborative multiagent reinforcement learning by payoff propagation
JR Kok, N Vlassis
Journal of Machine Learning Research 7 (Sep), 1789-1828, 2006
2712006
Point-based value iteration for continuous POMDPs
JM Porta, N Vlassis, MTJ Spaan, P Poupart
Journal of Machine Learning Research 7 (Nov), 2329-2367, 2006
2392006
A concise introduction to multiagent systems and distributed artificial intelligence
N Vlassis
Synthesis Lectures on Artificial Intelligence and Machine Learning 1 (1), 1-71, 2007
2042007
A probabilistic model for appearance-based robot localization
BJA Kröse, N Vlassis, R Bunschoten, Y Motomura
Image and Vision Computing 19 (6), 381-391, 2001
1902001
A point-based POMDP algorithm for robot planning
MTJ Spaan, N Spaan
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
1592004
Accelerated variational Dirichlet process mixtures
K Kurihara, M Welling, N Vlassis
Advances in Neural Information Processing Systems, 761-768, 2006
1582006
Jijo-2: An office robot that communicates and learns
H Asoh, Y Motomura, F Asano, I Hara, S Hayamizu, K Itou, T Kurita, ...
IEEE Intelligent Systems 16 (5), 46-55, 2001
1502001
Optimal and Approximate Q-value Functions for Decentralized POMDPs
FA Oliehoek, MTJ Spaan, N Vlassis
J. Artif. Intell. Res.(JAIR) 32, 289-353, 2008
1442008
A k-segments algorithm for finding principal curves
JJ Verbeek, N Vlassis, B Kröse
Pattern Recognition Letters 23 (8), 1009-1017, 2002
1402002
Auxiliary particle filter robot localization from high-dimensional sensor observations
N Vlassis, B Terwijn, B Krose
Proceedings 2002 IEEE International Conference on Robotics and Automation …, 2002
1332002
Multiagent Systems and Distributed AI
N Vlassis
Intelligent Autonomous Systems, Informatics Institute, University of Amsterdam, 2003
1282003
A spatially constrained generative model and an EM algorithm for image segmentation
A Diplaros, N Vlassis, T Gevers
IEEE Transactions on Neural Networks 18 (3), 798-808, 2007
1262007
Multiagent reinforcement learning for urban traffic control using coordination graphs
L Kuyer, S Whiteson, B Bakker, N Vlassis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
1152008
Newscast EM
W Kowalczyk, N Vlassis
Advances in Neural Information Processing Systems 17, 713-720, 2005
1152005
Non-communicative multi-robot coordination in dynamic environments
JR Kok, MTJ Spaan, N Vlassis
Robotics and Autonomous Systems 50 (2-3), 99-114, 2005
1112005
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