Probabilistic Multi-classifier by SVM from voting rule to voting features. - Anh Phuc Trinh; David Buffoni; Patrick Gallinari (EGC, 2009)

Ranking with ordered weighted pairwise classification. - Nicolas Usunier; David Buffoni; Patrick Gallinari (ICML, 2009)

LIP6 at INEX'09: OWPC for Ad Hoc Track. - David Buffoni; Nicolas Usunier; Patrick Gallinari (INEX, 2009)

Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC). - David Buffoni; Nicolas Usunier; Patrick Gallinari (CORIA, 2010)

LIP6 at INEX'10: OWPC for Ad Hoc Track. - David Buffoni; Nicolas Usunier; Patrick Gallinari (INEX, 2010)

The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. - David Buffoni; Sabrina Tollari; Patrick Gallinari (ECIR, 2011)

Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision. - David Buffoni; Clément Calauzènes; Patrick Gallinari; Nicolas Usunier (ICML, 2011)

Learnable Ranking Models for Automatic Text Summarization and Information Retrieval. - Massih-Reza Amini; David Buffoni; Patrick Gallinari; Tuong-Vinh Truong; Nicolas Usunier (Textual Information Access: Statistical Models, 2012)

A Learning to Rank framework applied to text-image retrieval. - David Buffoni; Sabrina Tollari; Patrick Gallinari (Multim. Tools Appl., 2012)

Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery. - Guthemberg Silvestre; Sébastien Monnet; David Buffoni; Pierre Sens 001 (ICPADS, 2013)

Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration. - Emile Contal; David Buffoni; Alexandre Robicquet; Nicolas Vayatis (ECML/PKDD (1), 2013)

Boosting Streaming Video Delivery with WiseReplica. - Guthemberg Silvestre; David Buffoni; Karine Pires; Sébastien Monnet; Pierre Sens 001 (Trans. Large Scale Data Knowl. Centered Syst., 2015)

Edge MLOps: An Automation Framework for AIoT Applications. - Emmanuel Raj; David Buffoni; Magnus Westerlund; Kimmo Ahola (IC2E, 2021)

Random Forest Based on Federated Learning for Intrusion Detection. - Tijana Markovic; Miguel Leon 001; David Buffoni; Sasikumar Punnekkat (AIAI (1), 2022)

Random forest with differential privacy in federated learning framework for network attack detection and classification. - Tijana Markovic; Miguel León Ortiz; David Buffoni; Sasikumar Punnekkat (Appl. Intell., 2024)