David Buffoni

According to our database, David Buffoni authored at least 15 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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., September, 2024

2022

Random Forest Based on Federated Learning for Intrusion Detection.

Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021

Edge MLOps: An Automation Framework for AIoT Applications.

Emmanuel Raj, David Buffoni, Magnus Westerlund, Kimmo Ahola

Proceedings of the IEEE International Conference on Cloud Engineering, 2021

2015

Boosting Streaming Video Delivery with WiseReplica.

Guthemberg Silvestre, David Buffoni, Karine Pires, Sébastien Monnet, Pierre Sens

Trans. Large Scale Data Knowl. Centered Syst., 2015

2013

Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration.

Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery.

Guthemberg Silvestre, Sébastien Monnet, David Buffoni, Pierre Sens

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

2012

A Learning to Rank framework applied to text-image retrieval.

David Buffoni, Sabrina Tollari, Patrick Gallinari

Multim. Tools Appl., 2012

Learnable Ranking Models for Automatic Text Summarization and Information Retrieval.

Massih-Reza Amini, David Buffoni, Patrick Gallinari, Tuong-Vinh Truong, Nicolas Usunier

Proceedings of the Textual Information Access: Statistical Models, 2012

2011

Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision.

David Buffoni, Clément Calauzènes, Patrick Gallinari, Nicolas Usunier

Proceedings of the 28th International Conference on Machine Learning, 2011

The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank.

David Buffoni, Sabrina Tollari, Patrick Gallinari

Proceedings of the Advances in Information Retrieval, 2011

2010

LIP6 at INEX'10: OWPC for Ad Hoc Track.

David Buffoni, Nicolas Usunier, Patrick Gallinari

Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC).

David Buffoni, Nicolas Usunier, Patrick Gallinari

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010

2009

LIP6 at INEX'09: OWPC for Ad Hoc Track.

David Buffoni, Nicolas Usunier, Patrick Gallinari

Proceedings of the Focused Retrieval and Evaluation, 2009

Ranking with ordered weighted pairwise classification.

Nicolas Usunier, David Buffoni, Patrick Gallinari

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Probabilistic Multi-classifier by SVM from voting rule to voting features.

Anh Phuc Trinh, David Buffoni, Patrick Gallinari

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009