Patrick Gallinari

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Ludovic DenoyerFacebook - FAIR / Attached Professor at Sorbonne UniversitésVerified email at lip6.fr
Thierry ArtieresProfesseur d'informatique, Ecole Centrale Marseille, LIS, Aix-Marseille Université, CNRSVerified email at lis-lab.fr
Massih-Reza AminiProfessor of Computer Science, Université Grenoble AlpesVerified email at imag.fr
Usunier NicolasFacebook AI ResearchVerified email at fb.com
Benjamin Piwowarski1st grade researcher at CNRS/LIP6, University Pierre et Marie CurieVerified email at bpiwowar.net
sylvain lamprierVerified email at lip6.fr
Vincent Guiguelip6Verified email at lip6.fr
Nicolas BaskiotisLIP6, UPMCVerified email at lip6.fr
Françoise Fogelman SouliéHub France IAVerified email at hub-franceIA.fr
Sheng GaoBeijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Eric GaussierProfessor Univ. Grenoble AlpesVerified email at imag.fr
Bernadette DorizziProfessor, Institut Télécom; Télécom SudParisVerified email at telecom-sudparis.eu
Younès BennaniUniversité Sorbonne Paris NordVerified email at lipn.univ-paris13.fr
Leon BottouFacebook AI ResearchVerified email at bottou.org
Ioannis PartalasMachine Learning ScientistVerified email at expedia.com
Philippe LERAYProfesseur, Université de NantesVerified email at univ-nantes.fr
Emmanuel de BézenacVerified email at lip6.fr
francis maesPostdoctoral fellow, University of Leuven, BelgiumVerified email at cs.kuleuven.be
Ion AndroutsopoulosProfessor, Department of Informatics, Athens University of Economics and BusinessVerified email at aueb.gr
Yann GuermeurResearcher in Computer Science, CNRSVerified email at loria.fr

Patrick Gallinari

Professor Sorbonne University / Criteo AI Lab

Verified email at lip6.fr

Machine Learning Information Retrieval Deep Learning Neural Networks


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The handbook of brain theory and neural networks S Amari MIT press, 2003	2097	2003
The wikipedia xml corpus L Denoyer, P Gallinari International Workshop of the Initiative for the Evaluation of XML Retrieval …, 2006	516	2006
SGD-QN: Careful quasi-Newton stochastic gradient descent A Bordes, L Bottou, P Gallinari Journal of Machine Learning Research 10, 1737-1754, 2009	362	2009
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition G Tsatsaronis, G Balikas, P Malakasiotis, I Partalas, M Zschunke, ... BMC bioinformatics 16 (1), 1-28, 2015	279	2015
Improved performance in protein secondary structure prediction by inhomogeneous score combination. Y Guermeur, C Geourjon, P Gallinari, G Del√© age Bioinformatics (Oxford, England) 15 (5), 413-421, 1999	243	1999
Solving multiclass support vector machines with LaRank A Bordes, L Bottou, P Gallinari, J Weston Proceedings of the 24th international conference on Machine learning, 89-96, 2007	209	2007
Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009	190	2009
On the relations between discriminant analysis and multilayer perceptrons P Gallinari, S Thiria, F Badran, F Fogelman-Soulie neural networks 4 (3), 349-360, 1991	181	1991
Feature selection with neural networks P Leray, P Gallinari Behaviormetrika 26 (1), 145-166, 1999	168	1999
Bayesian network model for semi-structured document classification L Denoyer, P Gallinari Information processing & management 40 (5), 807-827, 2004	150	2004
LSHTC: A benchmark for large-scale text classification PG Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artieres ... arXiv preprint arXiv:1503.08581, 2015	148	2015
Variable selection with neural networks T Cibas, FF Soulié, P Gallinari, S Raudys Neurocomputing 12 (2-3), 223-248, 1996	132	1996
Temporal link prediction by integrating content and structure information S Gao, L Denoyer, P Gallinari Proceedings of the 20th ACM international conference on Information and …, 2011	131	2011
Cross-domain recommendation via cluster-level latent factor model S Gao, H Luo, D Chen, S Li, P Gallinari, J Guo Joint European conference on machine learning and knowledge discovery in …, 2013	129	2013
A framework for the cooperation of learning algorithms L Bottou, P Gallinari Advances in neural information processing systems, 781-788, 1991	112	1991
The use of unlabeled data to improve supervised learning for text summarization MR Amini, P Gallinari Proceedings of the 25th annual international ACM SIGIR conference on …, 2002	110	2002
MULTILAYER PERCEPTRONS AND DATA ANALYSIS P Gallinari, S Thiria, FF Soulie	108	1988
Learning latent representations of nodes for classifying in heterogeneous social networks Y Jacob, L Denoyer, P Gallinari Proceedings of the 7th ACM international conference on Web search and data …, 2014	105	2014
Combinaison de Classifieurs Statistiques: application a la Prediction de la Structure Secondaire des Proteines Y Guermeur Paris 6, 1997	105	1997
Deep learning for physical processes: Incorporating prior scientific knowledge E De Bézenac, A Pajot, P Gallinari Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124009, 2019	104	2019

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