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Marina Sokol
Marina Sokol
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Generalized optimization framework for graph-based semi-supervised learning
K Avrachenkov, A Mishenin, P Gonçalves, M Sokol
Proceedings of the 2012 SIAM International Conference on Data Mining, 966-974, 2012
672012
Quick detection of top-k personalized pagerank lists
K Avrachenkov, N Litvak, D Nemirovsky, E Smirnova, M Sokol
Algorithms and Models for the Web Graph: 8th International Workshop, WAW …, 2011
622011
Alpha current flow betweenness centrality
K Avrachenkov, N Litvak, V Medyanikov, M Sokol
Algorithms and Models for the Web Graph: 10th International Workshop, WAW …, 2013
342013
Quick detection of nodes with large degrees
K Avrachenkov, N Litvak, M Sokol, D Towsley
Internet Mathematics 10 (1-2), 1-19, 2014
332014
On the choice of kernel and labelled data in semi-supervised learning methods
K Avrachenkov, P Gonçalves, M Sokol
Algorithms and Models for the Web Graph: 10th International Workshop, WAW …, 2013
262013
Personalized pagerank with node-dependent restart
K Avrachenkov, R Van Der Hofstad, M Sokol
International Workshop on Algorithms and Models for the Web-Graph, 23-33, 2014
202014
Monte carlo methods for top-k personalized pagerank lists and name disambiguation
K Avrachenkov, N Litvak, DA Nemirovsky, E Smirnova, M Sokol
arXiv preprint arXiv:1008.3775, 2010
172010
Classification of content and users in BitTorrent by semi-supervised learning methods
K Avrachenkov, P Gonçalves, A Legout, M Sokol
2012 8th International Wireless Communications and Mobile Computing …, 2012
112012
Generalized optimization framework for graph-based semi-supervised learning
K Avrachenkov, P Gonçalves, A Mishenin, M Sokol
arXiv preprint arXiv:1110.4278, 2011
112011
Graph-based semi-supervised learning methods and quick detection of central nodes
M Sokol
Université Nice Sophia Antipolis, 2014
42014
Graph based classification of content and users in BitTorrent
K Avrachenkov, P Gonçalves, A Legout, M Sokol
Proceeding of NIPS Big Learning Workshop, 2011
12011
Méthodes d’apprentissage semi-supervisé basé sur les graphes et détection rapide des nœuds centraux
M Sokol
Nice, 2014
2014
Semi-supervised Learning Methods for Classification and Community Detection
K Avrachenkov, M Sokol, A Mishenin, P Gonçalves
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Artículos 1–13