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Gaëlle Loosli
Gaëlle Loosli
PobRun, Brioude, France
Verified email at loosli.fr - Homepage
Title
Cited by
Cited by
Year
Training invariant support vector machines using selective sampling
G Loosli, S Canu, L Bottou
Large scale kernel machines 2 (1), 301.320, 2007
2452007
Learning SVM in Kreĭn spaces
G Loosli, S Canu, CS Ong
IEEE transactions on pattern analysis and machine intelligence 38 (6), 1204-1216, 2015
1142015
Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets"
G Loosli, S Canu
Journal of Machine Learning Research 8 (Feb), 291-301, 2007
662007
Fast svm toolbox in Matlab based on SimpleSVM algorithm, 2004
G Loosli
33*2004
Boîte à outils SVM simple et rapide.
G Loosli, S Canu, SVN Vishwanathan, AJ Smola, M Chattopadhyay
Revue d'intelligence artificielle 19 (4-5), 741-767, 2005
31*2005
Invariances in classification: an efficient svm implementation
G Loosli, S Canu, SVN Vishwanathan, AJ Smola
Proceedings of the 11th international symposium on applied stochastic models …, 2005
252005
Metadata element set in Quality-Controlled Subject Gateway: a step to a health semantic Web
B Thirion, G Loosli, M Douyère, SJ Darmoni
The New Navigators: from Professionals to Patients, 707-712, 2003
232003
Regularization Paths for ν-SVM and ν-SVR
G Loosli, G Gasso, S Canu
International Symposium on Neural Networks, 486-496, 2007
20*2007
Détection des activités quotidiennes à l'aide des séparateurs à Vaste Marge
G Loosli, S Canu, A Rakotomamonjy
RJCIA, France, 139-152, 2003
182003
Baselines and a datasheet for the Cerema AWP dataset
I Seck, K Dahmane, P Duthon, G Loosli
arXiv preprint arXiv:1806.04016, 2018
112018
Advances in artificial neural networks, machine learning and computational intelligence
F Aiolli, G Bonnet-Loosli, R Hérault
Neurocomputing 268, 1 - 3, 2017
112017
Context changes detection by one-class SVMs
G Loosli, SG Lee, S Canu
Proceedings Workshop on Machine Learning for User Modeling: Challenges (UM …, 2005
112005
L 1-norm double backpropagation adversarial defense
I Seck, G Loosli, S Canu
arXiv preprint arXiv:1903.01715, 2019
92019
The infinite MNIST dataset
L Bottou, G Loosli
92016
Perception d'états affectifs et apprentissage.
G Loosli, SG Lee, A Rakotomamonjy
Rev. d'Intelligence Artif. 20 (4-5), 553-582, 2006
92006
Using SVDD in SimpleMKL for 3D-Shapes Filtering
G Loosli, H Aboubacar
CAp - 16eme Conférence d'apprentissage, 84-92, 2014
82014
Non positive SVM
G Loosli, S Canu
OPT NIPS Workshop, 2011
72011
SVM et apprentissage des très grandes bases de données
G Loosli, S Canu, L Bottou
CAp Conférence d'apprentissage, 2006
72006
Méthodes à noyaux pour la détection de contexte
G Loosli
INSA de Rouen, 2006
7*2006
Towards a constructive multilayer perceptron for regression task using non-parametric clustering. A case study of Photo-Z redshift reconstruction
C Arouri, EM Nguifo, S Aridhi, C Roucelle, G Bonnet-Loosli, N Tsopzé
arXiv preprint arXiv:1412.5513, 2014
62014
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