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authIdHal_s : celine-brouard
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Inférence de réseaux d'interaction protéine-protéine par apprentissage statistique

Celine Brouard
Sciences du Vivant [q-bio]. Université d'Évry-Val-d'Essonne, 2013. Français. ⟨NNT : ⟩
Theses tel-02806827v1
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Input output Kernel regression : supervised and semi-supervised structured output prediction with operator-valued kernels

Celine Brouard , Marie Szafranski , Florence d'Alché-Buc
Journal of Machine Learning Research, 2016, 17
Journal articles hal-01601982v1

Regularized Output Kernel Regression applied to protein-protein interaction network inference

Celine Brouard , Marie Szafranski , Florence d'Alché-Buc
Workshop on Networks Across Disciplines, Dec 2010, Whistler, Canada
Conference papers hal-00844501v1
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Semi-supervised Penalized Output Kernel Regression for Link Prediction

Celine Brouard , Florence d'Alché-Buc , Marie Szafranski
28th International Conference on Machine Learning (ICML 2011), Jun 2011, Bellevue, WA, United States. pp.593--600
Conference papers hal-00654123v1
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Protein-protein interaction network inference with semi-supervised Output Kernel Regression

Celine Brouard , Marie Szafranski , Florence d'Alché-Buc
JOBIM, Jul 2012, Rennes, France. pp.133-136
Conference papers hal-00830428v1
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Inférence de réseaux d'interaction protéine-protéine par apprentissage statistique

Celine Brouard
Apprentissage [cs.LG]. Université d'Evry-Val d'Essonne, 2013. Français. ⟨NNT : 2013EVRY0006⟩
Theses tel-00845692v1
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Learning a Markov Logic network for supervised gene regulatory network inference

Celine Brouard , Christel Vrain , Julie Dubois , David Castel , Marie-Anne Debily , et al.
BMC Bioinformatics, 2013, 14 (1), pp.273. ⟨10.1186/1471-2105-14-273⟩
Journal articles hal-00868767v1

Regularized output kernel regression for protein-protein interaction prediction: application to link transfer and transduction

Florence d'Alché-Buc , Adriana Birlutiu , Celine Brouard , Tom Heskes , Marie Szafranski
Workshop on Machine Learning in Computational Biology, Dec 2010, Whistler, Canada
Conference papers hal-00844409v1
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A new theoretical angle to semi-supervised output kernel regression for protein-protein interaction network inference

Celine Brouard , Florence d'Alché-Buc , Marie Szafranski
International Workshop on Machine Learning in Systems Biology, Jul 2011, Vienne, Austria
Conference papers hal-00832056v1
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Input Output Kernel Regression

Celine Brouard , Florence d'Alché-Buc , Marie Szafranski
2015
Preprints, Working Papers, ... hal-01216708v1

Markov Logic Network for supervised gene regulation inference: application to the ID2 regulatory network in human keratinocytes

Celine Brouard , Julie Dubois , Christel Vrain , David Castel , Marie-Anne Debily , et al.
International Workshop on Machine Learning in Systems Biology, Sep 2012, Bâle, Switzerland
Conference papers hal-00833312v1
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Régression semi-supervisée à sortie noyau pour la prédiction de liens

Celine Brouard , Florence d'Alché-Buc , Marie Szafranski
CAP, May 2011, Chambéry, France. pp.119-134
Conference papers hal-00830434v1