Nikos Vlassis
Nikos Vlassis
Principal Scientist, Adobe
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The global k-means clustering algorithm
A Likas, N Vlassis, JJ Verbeek
Pattern recognition 36 (2), 451-461, 2003
Perseus: Randomized point-based value iteration for POMDPs
MTJ Spaan, N Vlassis
J. Artif. Intell. Res.(JAIR) 24, 195-220, 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
Efficient greedy learning of Gaussian mixture models
JJ Verbeek, N Vlassis, B Kröse
Neural computation 15 (2), 469-485, 2003
Collaborative multiagent reinforcement learning by payoff propagation
JR Kok, N Vlassis
Journal of machine learning research 7, 2006
A greedy EM algorithm for Gaussian mixture learning
N Vlassis, A Likas
Neural processing letters 15, 77-87, 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
A concise introduction to multiagent systems and distributed artificial intelligence
N Vlassis
Springer Nature, 2022
Point-based value iteration for continuous POMDPs
JM Porta, N Vlassis, MTJ Spaan, P Poupart
Massachusetts Institute of Technology, 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
Fast reconstruction of compact context-specific metabolic network models
N Vlassis, MP Pacheco, T Sauter
PLoS computational biology 10 (1), e1003424, 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
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
Accelerated variational Dirichlet process mixtures
K Kurihara, M Welling, N Vlassis
Advances in Neural Information Processing Systems, 761-768, 2006
A point-based POMDP algorithm for robot planning
MTJ Spaan, N Spaan
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
Sparse cooperative Q-learning
JR Kok, N Vlassis
Proceedings of the twenty-first international conference on Machine learning, 61, 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
A k-segments algorithm for finding principal curves
JJ Verbeek, N Vlassis, B Kröse
Pattern Recognition Letters 23 (8), 1009-1017, 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
Exploiting locality of interaction in factored Dec-POMDPs
FA Oliehoek, MTJ Spaan, N Vlassis, S Whiteson
Int. Joint Conf. on Autonomous Agents and Multi-Agent Systems, 2008
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