Gaëlle Loosli

According to our database, Gaëlle Loosli authored at least 20 papers between 2003 and 2021.

Collaborative distances:

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

2021

Linear Program Powered Attack.

Ismaïla Seck, Gaëlle Loosli, Stéphane Canu

Proceedings of the International Joint Conference on Neural Networks, 2021

2019

L 1-norm double backpropagation adversarial defense.

Ismaïla Seck, Gaëlle Loosli, Stéphane Canu

CoRR, 2019

L1-norm double backpropagation adversarial defense.

Ismaïla Seck, Gaëlle Loosli, Stéphane Canu

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

TrIK-SVM : an alternative decomposition for kernel methods in Kreı̆n spaces.

Gaëlle Loosli

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Baselines and a datasheet for the Cerema AWP dataset.

Ismaïla Seck, Khouloud Dahmane, Pierre Duthon, Gaëlle Loosli

CoRR, 2018

2017

Using SVDD in SimpleMKL for 3D-Shapes Filtering.

Gaëlle Loosli, Hattoibe Aboubacar

CoRR, 2017

2016

Learning SVM in Kreĭn Spaces.

Gaëlle Loosli, Stéphane Canu, Cheng Soon Ong

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Study on the loss of information caused by the "positivation" of graph kernels for 3D shapes.

Gaëlle Loosli

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2014

3D Shape Retrieval using Uncertain Semantic Query - A Preliminary Study.

Hattoibe Aboubacar, Vincent Barra, Gaëlle Loosli

Proceedings of the ICPRAM 2014, 2014

2013

Handling missing weak classifiers in boosted cascade: application to multiview and occluded face detection.

Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli

EURASIP J. Image Video Process., 2013

2012

Improving existing cascaded face classifier by adding occlusion handling.

Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli

Proceedings of the 21st IEEE International Symposium on Robot and Human Interactive Communication, 2012

Using k-nearest neighbors to handle missing weak classifiers in a boosted cascade.

Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Dispersion Effect on Generalisation Error in Classification - Experimental Proof and Practical Algorithm.

Benoît Gandar, Gaëlle Loosli, Guillaume Deffuant

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

2007

Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets".

Gaëlle Loosli, Stéphane Canu

J. Mach. Learn. Res., 2007

Regularization Paths for <i>nu</i> -SVM and <i>nu</i> -SVR.

Gaëlle Loosli, Gilles Gasso, Stéphane Canu

Proceedings of the Advances in Neural Networks, 2007

2006

Perception d'états affectifs et apprentissage.

Gaëlle Loosli, Sans-Goog Lee, Alain Rakotomamonjy

Rev. d'Intelligence Artif., 2006

2005

Boîte à outils SVM simple et rapide.

Gaëlle Loosli, Stéphane Canu, S. V. N. Vishwanathan, Alexander J. Smola, M. Chattopadhyay

Rev. d'Intelligence Artif., 2005

Rupture detection for context aware applications.

Gaëlle Loosli, Sang-Goog Lee, Stéphane Canu

Proceedings of the First Internaltional Workshop on Personalized Context Modeling and Management for UbiComp Applications, 2005

Détection de contexte par l'apprentissage.

Gaëlle Loosli, Sans-Goog Lee, Stéphane Canu

Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

2003

Metadata element set in Quality-Controlled Subject Gateway: a step to a health semantic Web.

Benoît Thirion, Gaëlle Loosli, Magaly Douyère, Stéfan Jacques Darmoni

Proceedings of the New Navigators: from Professionals to Patients, 2003