| Parallel Gaussian process optimization with upper confidence bound and pure exploration E Contal, D Buffoni, A Robicquet, N Vayatis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013 | 242 | 2013 |
| Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009 | 221 | 2009 |
| Preface to ECML PKDD 2014: Joint European Conference on Machine Learning and Knowledge Discovery in Databases T Calders, F Esposito, E Hüllermeier, R Meo Springer 8724 (1, 2, 3), 111-749, 2014 | 157 | 2014 |
| Edge mlops: An automation framework for aiot applications E Raj, D Buffoni, M Westerlund, K Ahola 2021 IEEE International Conference on Cloud Engineering (IC2E), 191-200, 2021 | 61 | 2021 |
| Learning scoring functions with order-preserving losses and standardized supervision D Buffoni, C Calauzenes, P Gallinari, N Usunier The 28th International Conference on Machine Learning (ICML 2011), 825-832, 2011 | 39 | 2011 |
| Random forest based on federated learning for intrusion detection T Markovic, M Leon, D Buffoni, S Punnekkat IFIP international conference on artificial intelligence applications and …, 2022 | 31 | 2022 |
| Predicting popularity and adapting replication of Internet videos for high-quality delivery G Silvestre, S Monnet, D Buffoni, P Sens 2013 International Conference on Parallel and Distributed Systems, 412-419, 2013 | 10 | 2013 |
| The Westermo network traffic data set PE Strandberg, D Söderman, A Dehlaghi-Ghadim, M Leon, T Markovic, ... Data in Brief 50, 109512, 2023 | 9 | 2023 |
| Parallel Gaussian Process optimization with pure exploration E Contal, D Buffoni, A Robicquet, N Vayatis Proceedings of ICML (pending approval) 74, 80-81, 2013 | 7 | 2013 |
| Lip6 at inex’09: Owpc for ad hoc track D Buffoni, N Usunier, P Gallinari Focused Retrieval and Evaluation: 8th International Workshop of the …, 2010 | 7 | 2010 |
| Boosting streaming video delivery with wisereplica G Silvestre, D Buffoni, K Pires, S Monnet, P Sens Transactions on Large-Scale Data-and Knowledge-Centered Systems XX: Special …, 2015 | 6 | 2015 |
| Machine Learning and Knowledge Discovery in Databases, chapter Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration E Contal, D Buffoni, A Robicquet, N Vayatis Springer Berlin Heidelberg, 2013 | 6 | 2013 |
| A Learning to Rank framework applied to text-image retrieval D Buffoni, S Tollari, P Gallinari Multimedia Tools and Applications 60, 161-180, 2012 | 6 | 2012 |
| Classifieur probabiliste avec Support Vector Machine (SVM) et Okapi AP TRINH, D Buffoni, P Gallinari Actes du quatrième DÉfi Fouille de Textes, 75, 2008 | 2 | 2008 |
| Random forest with differential privacy in federated learning framework for network attack detection and classification T Markovic, M Leon, D Buffoni, S Punnekkat Applied Intelligence, 1-22, 2024 | | 2024 |
| Active Experimental Design For Tsunami Modeling C Pasin, A Robicquet, M Stauffert, N Vayatis, D Buffoni, T Stefanakis | | 2012 |
| Learning-to-rank consistent surrogates for information retrieval tasks D Buffoni Paris 6, 2012 | | 2012 |
| Modeles d’ordonnancement pour le résumé automatique et la recherche d’information TV Truong, D Buffoni, N Usunier, MR Amini, P Gallinari Modèles Statistiques pour l'Accès à l'Information Textuelle, 19-42, 2011 | | 2011 |
| The importance of the depth for text-image selection strategy in learning-to-rank D Buffoni, S Tollari, P Gallinari Advances in Information Retrieval: 33rd European Conference on IR Research …, 2011 | | 2011 |
| Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC) D Buffoni, N Usunier, P Gallinari Conference en Recherche d'information et Applications, CORIA 2010, 67-82, 2010 | | 2010 |
