About
Discord Stateoftheart AI
GitHub

Publications

50

Cited by

565

Gaëlle Loosli

machine learningkernel methodsdeep learning
Blaise Pascal University

France

Papers and Citations

1 - 50
Training invariant support vector machines using selective sampling
2007
Leon Bottou
Stéphane Canu
Gaëlle Loosli
Cited by 193
Learning SVM in Kreĭn spaces
2015
Cheng Soon Ong
Gaëlle Loosli
Stéphane Canu
Cited by 75
Comments on the" Core Vector Machines: Fast SVM Training on Very Large Data Sets.".
2007
Stéphane Canu
Gaëlle Loosli
Cited by 64
Comments on the``Core Vector Machines: Fast SVM Training on Very Large Data Sets
2007
Stéphane Canu
Gaëlle Loosli
Cited by 63
Une boîte à outils rapide et simple pour les SVM
2004
M Chattopadhyay
Gaëlle Loosli
S V N Vishwanathan
+2
Cited by 47
Boîte à outils SVM simple et rapide.
2005
SVN Vishwanathan
M Chattopadhyay
Gaëlle Loosli
+2
Cited by 47
Invariances in classification: an efficient svm implementation
2005
SVN Vishwanathan
Gaëlle Loosli
Alex Smola
+1
Cited by 26
Metadata element set in a quality-controlled subject gateway: a step to a health semantic Web
2003
B Thirion
M Douyère
SJ Darmoni
+1
Cited by 22
Détection des activités quotidiennes à l'aide des séparateurs à Vaste Marge
2003
Gaëlle Loosli
Alain Rakotomamonjy
Stéphane Canu
Cited by 14
Context changes detection by one-class SVMs
2005
SG Lee
Stéphane Canu
Gaëlle Loosli
Cited by 11
Méthodes à noyaux pour la détection de contexte
2006
Gaëlle Loosli
Cited by 9
SVM et apprentissage des très grandes bases de données
2006
Stéphane Canu
Leon Bottou
Gaëlle Loosli
Cited by 8
Perception d'états affectifs et apprentissage.
2006
SG Lee
Gaëlle Loosli
Alain Rakotomamonjy
Cited by 8
Non positive SVM
2010
Gaëlle Loosli
Stéphane Canu
Cited by 6
Baselines and a datasheet for the Cerema AWP dataset
2018
K Dahmane
P Duthon
Gaëlle Loosli
+1
Cited by 4
Technical report: SVM in Krein spaces
2013
Stéphane Canu
Cheng Soon Ong
Gaëlle Loosli
Cited by 2
L 1-norm double backpropagation adversarial defense
2019
Ismaïla SECK
Stéphane Canu
Gaëlle Loosli
Cited by 2
Study on the loss of information caused by the" positivation" of graph kernels for 3D shapes
2016
Gaëlle Loosli
Cited by 2
Comment répartir des points pour apprendre sans a priori
2010
SVN Vishwanathan
B Gandar
Stéphane Canu
+12
Cited by 2
Handling missing weak classifiers in boosted cascade: application to multiview and occluded face detection
2013
C Blanc
P Bouges
thierry CHATEAU
+1
Cited by 2
SVM in Kreın spaces
2013
A LIMOS
F Saint-Étienne-du-Rouvray
Gaëlle Loosli
+2
Cited by 1
Rupture detection for context aware applications.
2005
SG Lee
Gaëlle Loosli
Stéphane Canu
Cited by 1
Sélection de points en apprentissage actif. Discrépance et dispersion: des critères optimaux?
2009
B Gandar
Guillaume Deffuant
Gaëlle Loosli
Cited by 1
TrIK-SVM: an alternative decomposition for kernel methods in Krein spaces
2019
Gaëlle Loosli
Cited by 1
Détection de contexte par l'apprentissage.
2005
SG Lee
Gaëlle Loosli
Stéphane Canu
Cited by
SVM, traitement des donnees en ligne et invariances, quelles solutions?
2006
Stéphane Canu
Gaëlle Loosli
Cited by
BALK: Bandwidth Autosetting for SVM with Local Kernels Application to data on incomplete grids
2008
D Guillaume
Stéphane Canu
Gaëlle Loosli
Cited by
How to generate data for approximating multidimensional surfaces? Application to the approximation of viability kernels
2010
B Gandar
Gaëlle Loosli
Guillaume Deffuant
Cited by
Sample dispersion is better than sample discrepancy for classification
2010
B Gandar
Gaëlle Loosli
Guillaume Deffuant
Cited by
3D shape retrieval using uncertain semantic query: a preliminary study
2014
H Aboubacar
Vincent Barra
Gaëlle Loosli
Cited by
Improving existing cascaded face classifier by adding occlusion handling
2012
P Bouges
C Blanc
thierry CHATEAU
+1
Cited by
Using k-nearest neighbors to handle missing weak classifiers in a boosted cascade
2012
C Blanc
P Bouges
thierry CHATEAU
+1
Cited by