David Buffoni

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 4

Top Topics

Streaming Video

Differential Privacy

Framework Enables

Top Venues

Trans. Large Scale Data Knowl. Centered Syst.

Publications

Tijana Markovic, Miguel León Ortiz, David Buffoni, Sasikumar Punnekkat
Random forest with differential privacy in federated learning framework for network attack detection and classification. Appl. Intell. 54 (17-18) (2024)
Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat
Random Forest Based on Federated Learning for Intrusion Detection. AIAI (1) (2022)
Emmanuel Raj, David Buffoni, Magnus Westerlund, Kimmo Ahola
Edge MLOps: An Automation Framework for AIoT Applications. IC2E (2021)
Guthemberg Silvestre, David Buffoni, Karine Pires, Sébastien Monnet, Pierre Sens
Boosting Streaming Video Delivery with WiseReplica. Trans. Large Scale Data Knowl. Centered Syst. 20 (2015)
Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration. ECML/PKDD (1) (2013)
Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration CoRR (2013)
Guthemberg Silvestre, Sébastien Monnet, David Buffoni, Pierre Sens
Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery. ICPADS (2013)
David Buffoni, Sabrina Tollari, Patrick Gallinari
A Learning to Rank framework applied to text-image retrieval. Multim. Tools Appl. 60 (1) (2012)
David Buffoni, Clément Calauzènes, Patrick Gallinari, Nicolas Usunier
Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision. ICML (2011)
David Buffoni, Sabrina Tollari, Patrick Gallinari
The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. ECIR (2011)
David Buffoni, Nicolas Usunier, Patrick Gallinari
Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC). CORIA (2010)
David Buffoni, Nicolas Usunier, Patrick Gallinari
LIP6 at INEX'10: OWPC for Ad Hoc Track. INEX (2010)
Anh Phuc Trinh, David Buffoni, Patrick Gallinari
Probabilistic Multi-classifier by SVM from voting rule to voting features. EGC (2009)
Nicolas Usunier, David Buffoni, Patrick Gallinari
Ranking with ordered weighted pairwise classification. ICML (2009)
David Buffoni, Nicolas Usunier, Patrick Gallinari
LIP6 at INEX'09: OWPC for Ad Hoc Track. INEX (2009)