Nikos Vlassis

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Jakob VerbeekFacebook AI ResearchAdresse e-mail validée de inria.fr
Ben KroseProfessor Emeritus, Amsterdam University of Applied Science; Professor, University of AmsterdamAdresse e-mail validée de hva.nl
Matthijs T. J. SpaanDelft University of TechnologyAdresse e-mail validée de tudelft.nl
Frans A. OliehoekAssociate Professor at Delft University of TechnologyAdresse e-mail validée de tudelft.nl
Aristidis LikasProfessor, Computer Science & Engineering, University of Ioannina, GreeceAdresse e-mail validée de cs.uoi.gr
Pascal PoupartUniversity of WaterlooAdresse e-mail validée de uwaterloo.ca
Paul WilmesProfessorAdresse e-mail validée de uni.lu
Frans GroenProfessor emeritus, University of AmsterdamAdresse e-mail validée de uva.nl
Cedric LacznyEco-Systems Biology group, LCSB, University of LuxembourgAdresse e-mail validée de uni.lu
Josep M PortaInstitut de Robòtica i Informàtica Industrial, CSIC-UPCAdresse e-mail validée de iri.upc.edu
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKAdresse e-mail validée de cs.ox.ac.uk
Panayiotis TsanakasProfessor of Computer Engineering, National Technical University of Athens, GreeceAdresse e-mail validée de cs.ntua.gr
Enrico GlaabUniversity of LuxembourgAdresse e-mail validée de uni.lu
Theo GeversComputer Vision Lab, University of Amsterdam (UvA); 3DUniversum; SightcorpAdresse e-mail validée de uva.nl
Aristeidis DiplarosAdresse e-mail validée de lr.org
Wojtek KowalczykAssistant Professor, LIACS, Leiden University Adresse e-mail validée de liacs.leidenuniv.nl
Marc ToussaintProfessor of Computer Science, TU Berlin, GermanyAdresse e-mail validée de tu-berlin.de
Patrick MayGenome Analysis, Bioinformatics Core, Luxembourg Centre for Systems BiomedicineAdresse e-mail validée de uni.lu
Hideki AsohNational Institute of Advanced Industrial Science and TechnologyAdresse e-mail validée de aist.go.jp
Nicolo ColomboRoyal Holloway University of LondonAdresse e-mail validée de rhul.ac.uk

Nikos Vlassis

Sr Data Scientist, Netflix

Adresse e-mail validée de netflix.com - Page d'accueil

Machine Learning Optimization


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
The global k-means clustering algorithm A Likas, N Vlassis, JJ Verbeek Pattern recognition 36 (2), 451-461, 2003	2052	2003
Perseus: Randomized point-based value iteration for POMDPs MTJ Spaan, N Vlassis J. Artif. Intell. Res.(JAIR) 24, 195-220, 2005	763	2005
Efficient greedy learning of Gaussian mixture models JJ Verbeek, N Vlassis, B Kröse Neural computation 15 (2), 469-485, 2003	464	2003
A greedy EM algorithm for Gaussian mixture learning N Vlassis, A Likas Neural processing letters 15 (1), 77-87, 2002	390	2002
Collaborative multiagent reinforcement learning by payoff propagation JR Kok, N Vlassis Journal of Machine Learning Research 7, 1789-1828, 2006	356	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	334	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	254	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	237	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	190	2008
Accelerated variational Dirichlet process mixtures K Kurihara, M Welling, N Vlassis Advances in Neural Information Processing Systems, 761-768, 2006	180	2006
A point-based POMDP algorithm for robot planning MTJ Spaan, N Spaan IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004	175	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	165	2001
A k-segments algorithm for finding principal curves JJ Verbeek, N Vlassis, B Kröse Pattern Recognition Letters 23 (8), 1009-1017, 2002	162	2002
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	160	2015
Fast reconstruction of compact context-specific metabolic network models N Vlassis, MP Pacheco, T Sauter PLoS Comput Biol 10 (1), e1003424, 2014	157	2014
Sparse cooperative Q-learning JR Kok, N Vlassis Proceedings of the twenty-first international conference on Machine learning, 61, 2004	147	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	142	2002
Multiagent Systems and Distributed AI N Vlassis Intelligent Autonomous Systems, Informatics Institute, University of Amsterdam, 2003	140	2003

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