Nikos Vlassis

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Jakob VerbeekFacebook AI ResearchVerified 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
Frans GroenProfessor emeritus, University of AmsterdamVerified email at uva.nl
Paul WilmesProfessorVerified email at uni.lu
Cedric LacznySystems Ecology group, LCSB, University of LuxembourgVerified email at uni.lu
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Josep M PortaInstitut de Robòtica i Informàtica Industrial, CSIC-UPCVerified email at iri.upc.edu
Panayiotis TsanakasProfessor of Computer Engineering, National Technical University of Athens, GreeceVerified email at cs.ntua.gr
Enrico GlaabUniversity of LuxembourgVerified email at uni.lu
Theo GeversComputer Vision Lab, University of Amsterdam (UvA); 3DUniversum; SightcorpVerified email at uva.nl
Aristeidis DiplarosVerified email at lr.org
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyVerified email at tu-berlin.de
Wojtek KowalczykAssistant Professor, LIACS, Leiden University Verified email at liacs.leidenuniv.nl
Patrick MayGenome Analysis, Bioinformatics Core, Luxembourg Centre for Systems BiomedicineVerified email at uni.lu
Hideki AsohNational Institute of Advanced Industrial Science and TechnologyVerified email at aist.go.jp
Nicolo ColomboRoyal Holloway University of LondonVerified email at rhul.ac.uk

Nikos Vlassis

Sr Data Scientist, Netflix

Verified email at netflix.com - Homepage

Machine Learning Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The global k-means clustering algorithm A Likas, N Vlassis, JJ Verbeek Pattern recognition 36 (2), 451-461, 2003	2153	2003
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005	777	2005
Efficient greedy learning of Gaussian mixture models JJ Verbeek, N Vlassis, B Kröse Neural computation 15 (2), 469-485, 2003	469	2003
A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas Neural processing letters 15 (1), 77-87, 2002	395	2002
Collaborative multiagent reinforcement learning by payoff propagation JR Kok, N Vlassis Journal of Machine Learning Research 7, 1789-1828, 2006	361	2006
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	338	2006
Point-based value iteration for continuous POMDPs JM Porta, N Vlassis, MTJ Spaan, P Poupart Massachusetts Institute of Technology, 2006	288	2006
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	265	2007
Optimal and Approximate Q-value Functions for Decentralized POMDPs FA Oliehoek, MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 32, 289-353, 2008	252	2008
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	202	2001
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	195	2008
Accelerated variational Dirichlet process mixtures K Kurihara, M Welling, N Vlassis Advances in Neural Information Processing Systems, 761-768, 2006	181	2006
A point-based POMDP algorithm for robot planning MTJ Spaan, N Spaan IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	176	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	168	2001
A k-segments algorithm for finding principal curves JJ Verbeek, N Vlassis, B Kröse Pattern Recognition Letters 23 (8), 1009-1017, 2002	167	2002
Fast reconstruction of compact context-specific metabolic network models N Vlassis, MP Pacheco, T Sauter PLoS computational biology 10 (1), e1003424, 2014	162	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), 1-7, 2015	161	2015
Sparse cooperative Q-learning JR Kok, N Vlassis Proceedings of the twenty-first international conference on Machine learning, 61, 2004	152	2004
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	141	2002
Multiagent Systems and Distributed AI N Vlassis Intelligent Autonomous Systems, Informatics Institute, University of Amsterdam, 2003	140	2003

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