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, 1-28, 2015 | 608 | 2015 |
The wikipedia xml corpus L Denoyer, P Gallinari ACM SIGIR Forum 40 (1), 64-69, 2006 | 561 | 2006 |
SGD-QN: Careful quasi-Newton stochastic gradient descent A Bordes, L Bottou, P Gallinari Journal of Machine Learning Research 10, 1737-1754, 2009 | 461 | 2009 |
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 | 350 | 2019 |
Improved performance in protein secondary structure prediction by inhomogeneous score combination. Y Guermeur, C Geourjon, P Gallinari, G Delé age Bioinformatics (Oxford, England) 15 (5), 413-421, 1999 | 288 | 1999 |
Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009 | 217 | 2009 |
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 | 216 | 2007 |
LSHTC: A benchmark for large-scale text classification PG Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artieres ... arXiv preprint arXiv:1503.08581, 2015 | 210 | 2015 |
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 | 202 | 1991 |
Questeval: Summarization asks for fact-based evaluation T Scialom, PA Dray, P Gallinari, S Lamprier, B Piwowarski, J Staiano, ... arXiv preprint arXiv:2103.12693, 2021 | 199 | 2021 |
Feature selection with neural networks P Leray, P Gallinari Behaviormetrika 26 (1), 145-166, 1999 | 194 | 1999 |
Cross-domain recommendation via cluster-level latent factor model S Gao, H Luo, D Chen, S Li, P Gallinari, J Guo Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 193 | 2013 |
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 | 181 | 2011 |
Representation learning for information diffusion through social networks: an embedded cascade model S Bourigault, S Lamprier, P Gallinari Proceedings of the Ninth ACM international conference on Web Search and Data …, 2016 | 174 | 2016 |
Stochastic latent residual video prediction JY Franceschi, E Delasalles, M Chen, S Lamprier, P Gallinari International Conference on Machine Learning, 3233-3246, 2020 | 161 | 2020 |
Bayesian network model for semi-structured document classification L Denoyer, P Gallinari Information processing & management 40 (5), 807-827, 2004 | 160 | 2004 |
Augmenting physical models with deep networks for complex dynamics forecasting Y Yin, V Le Guen, J Dona, E de Bézenac, I Ayed, N Thome, P Gallinari Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124012, 2021 | 150 | 2021 |
Learning social network embeddings for predicting information diffusion S Bourigault, C Lagnier, S Lamprier, L Denoyer, P Gallinari Proceedings of the 7th ACM international conference on Web search and data …, 2014 | 143 | 2014 |
Variable selection with neural networks T Cibas, FF Soulié, P Gallinari, S Raudys Neurocomputing 12 (2-3), 223-248, 1996 | 143 | 1996 |
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 | 140 | 2014 |