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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
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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
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.
Journal articles
hal-00868767v1
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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
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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
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