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2020 – today
- 2024
[j3]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): 8132-8153 (2024)- 2022
- [c11]Tijana Markovic, Miguel Leon, David Buffoni, Sasikumar Punnekkat:
Random Forest Based on Federated Learning for Intrusion Detection. AIAI (1) 2022: 132-144 - 2021
- [c10]Emmanuel Raj, David Buffoni, Magnus Westerlund, Kimmo Ahola:
Edge MLOps: An Automation Framework for AIoT Applications. IC2E 2021: 191-200
2010 – 2019
- 2015
- [j2]Guthemberg Silvestre, David Buffoni, Karine Pires, Sébastien Monnet, Pierre Sens:
Boosting Streaming Video Delivery with WiseReplica. Trans. Large Scale Data Knowl. Centered Syst. 20: 34-58 (2015) - 2013
- [c9]Guthemberg Silvestre, Sébastien Monnet, David Buffoni, Pierre Sens:
Predicting Popularity and Adapting Replication of Internet Videos for High-Quality Delivery. ICPADS 2013: 412-419 - [c8]Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis:
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration. ECML/PKDD (1) 2013: 225-240 - [i1]Emile Contal, David Buffoni, Alexandre Robicquet, Nicolas Vayatis:
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration. CoRR abs/1304.5350 (2013) - 2012
- [j1]David Buffoni, Sabrina Tollari, Patrick Gallinari:
A Learning to Rank framework applied to text-image retrieval. Multim. Tools Appl. 60(1): 161-180 (2012) - [p1]Massih-Reza Amini, David Buffoni, Patrick Gallinari, Tuong-Vinh Truong, Nicolas Usunier:
Learnable Ranking Models for Automatic Text Summarization and Information Retrieval. Textual Information Access: Statistical Models 2012: 33-58 - 2011
- [c7]David Buffoni, Sabrina Tollari, Patrick Gallinari:
The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. ECIR 2011: 743-746 - [c6]David Buffoni, Clément Calauzènes, Patrick Gallinari, Nicolas Usunier:
Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision. ICML 2011: 825-832 - 2010
- [c5]David Buffoni, Nicolas Usunier, Patrick Gallinari:
Apprentissage de fonctions d'ordonnancement par classification de paires ordonnées et pondérées (OWPC). CORIA 2010: 67-82 - [c4]David Buffoni, Nicolas Usunier, Patrick Gallinari:
LIP6 at INEX'10: OWPC for Ad Hoc Track. INEX 2010: 54-62
2000 – 2009
- 2009
- [c3]Anh Phuc Trinh, David Buffoni, Patrick Gallinari:
Probabilistic Multi-classifier by SVM from voting rule to voting features. EGC 2009: 433-434 - [c2]Nicolas Usunier, David Buffoni, Patrick Gallinari:
Ranking with ordered weighted pairwise classification. ICML 2009: 1057-1064 - [c1]David Buffoni, Nicolas Usunier, Patrick Gallinari:
LIP6 at INEX'09: OWPC for Ad Hoc Track. INEX 2009: 59-69
Coauthor Index
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