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@inproceedings{DBLP:conf/ijcnn/SeckLC21,
  author       = {Isma{\"{\i}}la Seck and
                  Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu},
  title        = {Linear Program Powered Attack},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
                  China, July 18-22, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533551},
  doi          = {10.1109/IJCNN52387.2021.9533551},
  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/SeckLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/esann/Loosli19,
  author       = {Ga{\"{e}}lle Loosli},
  title        = {TrIK-SVM : an alternative decomposition for kernel methods in Kre{\i}{\u}n
                  spaces},
  booktitle    = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
                  Bruges, Belgium, April 24-26, 2019},
  year         = {2019},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-58.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/Loosli19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/esann/SeckLC19,
  author       = {Isma{\"{\i}}la Seck and
                  Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu},
  title        = {L1-norm double backpropagation adversarial defense},
  booktitle    = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
                  Bruges, Belgium, April 24-26, 2019},
  year         = {2019},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-156.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/SeckLC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-10569,
  author       = {Ga{\"{e}}lle Loosli},
  title        = {TrIK-SVM : an alternative decomposition for kernel methods in Krein
                  spaces},
  journal      = {CoRR},
  volume       = {abs/1902.10569},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.10569},
  eprinttype    = {arXiv},
  eprint       = {1902.10569},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-10569.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1903-01715,
  author       = {Isma{\"{\i}}la Seck and
                  Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu},
  title        = {L 1-norm double backpropagation adversarial defense},
  journal      = {CoRR},
  volume       = {abs/1903.01715},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.01715},
  eprinttype    = {arXiv},
  eprint       = {1903.01715},
  timestamp    = {Sat, 30 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-01715.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-04016,
  author       = {Isma{\"{\i}}la Seck and
                  Khouloud Dahmane and
                  Pierre Duthon and
                  Ga{\"{e}}lle Loosli},
  title        = {Baselines and a datasheet for the Cerema {AWP} dataset},
  journal      = {CoRR},
  volume       = {abs/1806.04016},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.04016},
  eprinttype    = {arXiv},
  eprint       = {1806.04016},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-04016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijon/AiolliBH17,
  author       = {Fabio Aiolli and
                  Ga{\"{e}}lle Bonnet{-}Loosli and
                  Romain H{\'{e}}rault},
  title        = {Advances in artificial neural networks, machine learning and computational
                  intelligence},
  journal      = {Neurocomputing},
  volume       = {268},
  pages        = {1--3},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neucom.2017.04.038},
  doi          = {10.1016/J.NEUCOM.2017.04.038},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/AiolliBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-02658,
  author       = {Ga{\"{e}}lle Loosli and
                  Hattoibe Aboubacar},
  title        = {Using {SVDD} in SimpleMKL for 3D-Shapes Filtering},
  journal      = {CoRR},
  volume       = {abs/1712.02658},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.02658},
  eprinttype    = {arXiv},
  eprint       = {1712.02658},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-02658.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pami/LoosliCO16,
  author       = {Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu and
                  Cheng Soon Ong},
  title        = {Learning {SVM} in Kre{\u{\i}}n Spaces},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {38},
  number       = {6},
  pages        = {1204--1216},
  year         = {2016},
  url          = {https://doi.org/10.1109/TPAMI.2015.2477830},
  doi          = {10.1109/TPAMI.2015.2477830},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LoosliCO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/esann/Loosli16,
  author       = {Ga{\"{e}}lle Loosli},
  title        = {Study on the loss of information caused by the "positivation" of graph
                  kernels for 3D shapes},
  booktitle    = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
                  Bruges, Belgium, April 27-29, 2016},
  year         = {2016},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-14.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/Loosli16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpram/AboubacarBL14,
  author       = {Hattoibe Aboubacar and
                  Vincent Barra and
                  Ga{\"{e}}lle Loosli},
  editor       = {Maria De Marsico and
                  Antoine Tabbone and
                  Ana L. N. Fred},
  title        = {3D Shape Retrieval using Uncertain Semantic Query - {A} Preliminary
                  Study},
  booktitle    = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on
                  Pattern Recognition Applications and Methods, ESEO, Angers, Loire
                  Valley, France, 6-8 March, 2014},
  pages        = {600--607},
  publisher    = {SciTePress},
  year         = {2014},
  url          = {https://doi.org/10.5220/0004819106000607},
  doi          = {10.5220/0004819106000607},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/AboubacarBL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ArouriNARBT14,
  author       = {Cyrine Arouri and
                  Engelbert Mephu Nguifo and
                  Sabeur Aridhi and
                  C{\'{e}}cile Roucelle and
                  Ga{\"{e}}lle Bonnet{-}Loosli and
                  Norbert Tsopz{\'{e}}},
  title        = {Towards a constructive multilayer perceptron for regression task using
                  non-parametric clustering. {A} case study of Photo-Z redshift reconstruction},
  journal      = {CoRR},
  volume       = {abs/1412.5513},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.5513},
  eprinttype    = {arXiv},
  eprint       = {1412.5513},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ArouriNARBT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ejivp/BougesCBL13,
  author       = {Pierre Bouges and
                  Thierry Chateau and
                  Christophe Blanc and
                  Ga{\"{e}}lle Loosli},
  title        = {Handling missing weak classifiers in boosted cascade: application
                  to multiview and occluded face detection},
  journal      = {{EURASIP} J. Image Video Process.},
  volume       = {2013},
  pages        = {55},
  year         = {2013},
  url          = {https://doi.org/10.1186/1687-5281-2013-55},
  doi          = {10.1186/1687-5281-2013-55},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejivp/BougesCBL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpr/BougesCBL12,
  author       = {Pierre Bouges and
                  Thierry Chateau and
                  Christophe Blanc and
                  Ga{\"{e}}lle Loosli},
  title        = {Using k-nearest neighbors to handle missing weak classifiers in a
                  boosted cascade},
  booktitle    = {Proceedings of the 21st International Conference on Pattern Recognition,
                  {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
  pages        = {1763--1766},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://ieeexplore.ieee.org/document/6460492/},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/BougesCBL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ro-man/BougesCBL12,
  author       = {Pierre Bouges and
                  Thierry Chateau and
                  Christophe Blanc and
                  Ga{\"{e}}lle Loosli},
  title        = {Improving existing cascaded face classifier by adding occlusion handling},
  booktitle    = {The 21st {IEEE} International Symposium on Robot and Human Interactive
                  Communication, {IEEE} {RO-MAN} 2012, Paris, France, September 9-13,
                  2012},
  pages        = {120--125},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ROMAN.2012.6343741},
  doi          = {10.1109/ROMAN.2012.6343741},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/ro-man/BougesCBL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icaart/GandarLD11,
  author       = {Beno{\^{\i}}t Gandar and
                  Ga{\"{e}}lle Loosli and
                  Guillaume Deffuant},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred},
  title        = {Dispersion Effect on Generalisation Error in Classification - Experimental
                  Proof and Practical Algorithm},
  booktitle    = {{ICAART} 2011 - Proceedings of the 3rd International Conference on
                  Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence,
                  Rome, Italy, January 28-30, 2011},
  pages        = {703--706},
  publisher    = {SciTePress},
  year         = {2011},
  timestamp    = {Thu, 07 Jul 2011 22:16:28 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/GandarLD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/LoosliC07,
  author       = {Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu},
  title        = {Comments on the "Core Vector Machines: Fast {SVM} Training on Very
                  Large Data Sets"},
  journal      = {J. Mach. Learn. Res.},
  volume       = {8},
  pages        = {291--301},
  year         = {2007},
  url          = {http://jmlr.org/papers/v8/loosli07a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/LoosliC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isnn/LoosliGC07,
  author       = {Ga{\"{e}}lle Loosli and
                  Gilles Gasso and
                  St{\'{e}}phane Canu},
  editor       = {Derong Liu and
                  Shumin Fei and
                  Zeng{-}Guang Hou and
                  Huaguang Zhang and
                  Changyin Sun},
  title        = {Regularization Paths for \emph{nu} -SVM and \emph{nu} -SVR},
  booktitle    = {Advances in Neural Networks - {ISNN} 2007, 4th International Symposium
                  on Neural Networks, {ISNN} 2007, Nanjing, China, June 3-7, 2007, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4493},
  pages        = {486--496},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72395-0\_62},
  doi          = {10.1007/978-3-540-72395-0\_62},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/LoosliGC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ria/LoosliLR06,
  author       = {Ga{\"{e}}lle Loosli and
                  Sans{-}Goog Lee and
                  Alain Rakotomamonjy},
  title        = {Perception d'{\'{e}}tats affectifs et apprentissage},
  journal      = {Rev. d'Intelligence Artif.},
  volume       = {20},
  number       = {4-5},
  pages        = {553--582},
  year         = {2006},
  url          = {https://doi.org/10.3166/ria.20.553-582},
  doi          = {10.3166/RIA.20.553-582},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ria/LoosliLR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ria/LoosliCVSC05,
  author       = {Ga{\"{e}}lle Loosli and
                  St{\'{e}}phane Canu and
                  S. V. N. Vishwanathan and
                  Alexander J. Smola and
                  M. Chattopadhyay},
  title        = {Bo{\^{\i}}te {\`{a}} outils {SVM} simple et rapide},
  journal      = {Rev. d'Intelligence Artif.},
  volume       = {19},
  number       = {4-5},
  pages        = {741--767},
  year         = {2005},
  url          = {https://doi.org/10.3166/ria.19.741-767},
  doi          = {10.3166/RIA.19.741-767},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ria/LoosliCVSC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cfap/LoosliLC05,
  author       = {Ga{\"{e}}lle Loosli and
                  Sans{-}Goog Lee and
                  St{\'{e}}phane Canu},
  editor       = {Fran{\c{c}}ois Denis},
  title        = {D{\'{e}}tection de contexte par l'apprentissage},
  booktitle    = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
                  automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
  pages        = {111--112},
  publisher    = {{PUG}},
  year         = {2005},
  timestamp    = {Wed, 29 Jun 2005 08:39:22 +0200},
  biburl       = {https://dblp.org/rec/conf/cfap/LoosliLC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ubipcmm/LoosliLC05,
  author       = {Ga{\"{e}}lle Loosli and
                  Sang{-}Goog Lee and
                  St{\'{e}}phane Canu},
  editor       = {Heedong Ko and
                  Antonio Kr{\"{u}}ger and
                  Sang{-}Goog Lee and
                  Woontack Woo},
  title        = {Rupture detection for context aware applications},
  booktitle    = {Proceedings of the First Internaltional Workshop on Personalized Context
                  Modeling and Management for UbiComp Applications, ubiPCMM 2005, Tokyo,
                  Japan, September 11, 2005},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {149},
  publisher    = {CEUR-WS.org},
  year         = {2005},
  url          = {https://ceur-ws.org/Vol-149/paper12.pdf},
  timestamp    = {Sat, 30 Sep 2023 09:58:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ubipcmm/LoosliLC05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mie/ThirionLDD03,
  author       = {Beno{\^{\i}}t Thirion and
                  Ga{\"{e}}lle Loosli and
                  Magaly Douy{\`{e}}re and
                  St{\'{e}}fan Jacques Darmoni},
  editor       = {Robert H. Baud and
                  Marius Fieschi and
                  Pierre Le Beux and
                  Patrick Ruch},
  title        = {Metadata element set in Quality-Controlled Subject Gateway: a step
                  to a health semantic Web},
  booktitle    = {The New Navigators: from Professionals to Patients - Proceedings of
                  MIE2003, Saint Malo, France},
  series       = {Studies in Health Technology and Informatics},
  volume       = {95},
  pages        = {707--712},
  publisher    = {{IOS} Press},
  year         = {2003},
  url          = {https://doi.org/10.3233/978-1-60750-939-4-707},
  doi          = {10.3233/978-1-60750-939-4-707},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mie/ThirionLDD03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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