Gaëlle Loosli

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 9

Top Topics

Nearest Neighbor

Weak Classifiers

High Dimensional Feature Space

Top Venues

EURASIP J. Image Video Process.

Publications

Ismaïla Seck, Gaëlle Loosli, Stéphane Canu
Linear Program Powered Attack. IJCNN (2021)
Gaëlle Loosli
TrIK-SVM : an alternative decomposition for kernel methods in Krein spaces. CoRR (2019)
Ismaïla Seck, Gaëlle Loosli, Stéphane Canu
L1-norm double backpropagation adversarial defense. ESANN (2019)
Ismaïla Seck, Gaëlle Loosli, Stéphane Canu
L 1-norm double backpropagation adversarial defense. CoRR (2019)
Gaëlle Loosli
TrIK-SVM : an alternative decomposition for kernel methods in Kreı̆n spaces. ESANN (2019)
Ismaïla Seck, Khouloud Dahmane, Pierre Duthon, Gaëlle Loosli
Baselines and a datasheet for the Cerema AWP dataset. CoRR (2018)
Gaëlle Loosli, Hattoibe Aboubacar
Using SVDD in SimpleMKL for 3D-Shapes Filtering. CoRR (2017)
Gaëlle Loosli, Stéphane Canu, Cheng Soon Ong
Learning SVM in Kreĭn Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 38 (6) (2016)
Gaëlle Loosli
Study on the loss of information caused by the "positivation" of graph kernels for 3D shapes. ESANN (2016)
Hattoibe Aboubacar, Vincent Barra, Gaëlle Loosli
3D Shape Retrieval using Uncertain Semantic Query - A Preliminary Study. ICPRAM (2014)
Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli
Handling missing weak classifiers in boosted cascade: application to multiview and occluded face detection. EURASIP J. Image Video Process. 2013 (2013)
Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli
Using k-nearest neighbors to handle missing weak classifiers in a boosted cascade. ICPR (2012)
Pierre Bouges, Thierry Chateau, Christophe Blanc, Gaëlle Loosli
Improving existing cascaded face classifier by adding occlusion handling. RO-MAN (2012)
Benoît Gandar, Gaëlle Loosli, Guillaume Deffuant
Dispersion Effect on Generalisation Error in Classification - Experimental Proof and Practical Algorithm. ICAART (1) (2011)
Gaëlle Loosli, Gilles Gasso, Stéphane Canu
-SVR. ISNN (3) (2007)
Gaëlle Loosli, Stéphane Canu
Comments on the "Core Vector Machines: Fast SVM Training on Very Large Data Sets". J. Mach. Learn. Res. 8 (2007)
Gaëlle Loosli, Sans-Goog Lee, Alain Rakotomamonjy
Perception d'états affectifs et apprentissage. Rev. d'Intelligence Artif. 20 (4-5) (2006)
Gaëlle Loosli, Sans-Goog Lee, Stéphane Canu
Détection de contexte par l'apprentissage. CAP (2005)
Gaëlle Loosli, Stéphane Canu, S. V. N. Vishwanathan, Alexander J. Smola, M. Chattopadhyay
Boîte à outils SVM simple et rapide. Rev. d'Intelligence Artif. 19 (4-5) (2005)
Gaëlle Loosli, Sang-Goog Lee, Stéphane Canu
Rupture detection for context aware applications. ubiPCMM (2005)
Benoît Thirion, Gaëlle Loosli, Magaly Douyère, Stéfan Jacques Darmoni
Metadata element set in Quality-Controlled Subject Gateway: a step to a health semantic Web. MIE (2003)