Nikos Vlassis

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Jakob VerbeekFAIR, MetaVerified email at inria.fr
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamVerified email at hva.nl
Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr
Pascal PoupartUniversity of WaterlooVerified email at uwaterloo.ca
Paul WilmesProfessorVerified email at uni.lu
Frans GroenProfessor emeritus, University of AmsterdamVerified email at uva.nl
Cedric LacznySystems Ecology group, LCSB, University of LuxembourgVerified email at uni.lu
George PapakonstantinouProfessor Emeritus, School of Electrical & Computer Engineering, National Technical University of Athens, GreeceVerified email at cs.ntua.gr
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
Josep M PortaInstitut de Robòtica i Informàtica Industrial, CSIC-UPCVerified email at iri.upc.edu
Panayiotis TsanakasProfessor, Dean of the School of Electrical and Computer Engineering, National Technical UniversityVerified email at cs.ntua.gr
Enrico GlaabUniversity of LuxembourgVerified email at uni.lu
Theo GeversComputer Vision Research Group, University of Amsterdam (UvA); 3DUniversumVerified email at uva.nl
Aristeidis DiplarosVerified email at arisem.gr
Patrick MayGenome Analysis, Bioinformatics Core, Luxembourg Centre for Systems BiomedicineVerified email at uni.lu
Maria Pires PachecoU. of LuxembourgVerified email at uni.lu
Thomas SauterProfessor of Systems Biology, University of LuxembourgVerified email at uni.lu
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de

Nikos Vlassis

Principal Scientist, Adobe

Verified email at adobe.com - Homepage

Machine Learning


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The global k-means clustering algorithm A Likas, N Vlassis, JJ Verbeek Pattern recognition 36 (2), 451-461, 2003	4389	2003
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005	938	2005
Optimal and Approximate Q-value Functions for Decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 32, 289-353, 2008	694	2008
Efficient greedy learning of Gaussian mixture models JJ Verbeek, N Vlassis, B Kröse Neural computation 15 (2), 469-485, 2003	511	2003
Collaborative multiagent reinforcement learning by payoff propagation JR Kok, N Vlassis Journal of machine learning research 7, 2006	444	2006
A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas Neural processing letters 15, 77-87, 2002	442	2002
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	400	2006
A concise introduction to multiagent systems and distributed artificial intelligence N Vlassis Springer Nature, 2022	336	2022
Point-based value iteration for continuous POMDPs JM Porta, N Vlassis, MTJ Spaan, P Poupart Massachusetts Institute of Technology, 2006	330	2006
Multiagent reinforcement learning for urban traffic control using coordination graphs L Kuyer, S Whiteson, B Bakker, N Vlassis Machine Learning and Knowledge Discovery in Databases: European Conference …, 2008	319	2008
Fast reconstruction of compact context-specific metabolic network models N Vlassis, MP Pacheco, T Sauter PLoS computational biology 10 (1), e1003424, 2014	278	2014
VizBin-an application for reference-independent visualization and human-augmented binning of metagenomic data CC Laczny, T Sternal, V Plugaru, P Gawron, A Atashpendar, ... Microbiome 3, 1-7, 2015	224	2015
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	219	2001
Accelerated variational Dirichlet process mixtures K Kurihara, M Welling, N Vlassis Advances in Neural Information Processing Systems, 761-768, 2006	200	2006
A point-based POMDP algorithm for robot planning MTJ Spaan, N Spaan IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	198	2004
Sparse cooperative Q-learning JR Kok, N Vlassis Proceedings of the twenty-first international conference on Machine learning, 61, 2004	191	2004
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	183	2001
A k-segments algorithm for finding principal curves JJ Verbeek, N Vlassis, B Kröse Pattern Recognition Letters 23 (8), 1009-1017, 2002	178	2002
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	158	2002
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	148	2007

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