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Identification of Deregulated Mechanisms Specific to Bladder Cancer Subtypes

Magali Champion , Julien Chiquet , Pierre Neuvial , Mohamed Elati , François Radvanyi et al.
Journal of Bioinformatics and Computational Biology, 2021, 19 (1), ⟨10.1142/S0219720021400035⟩
Journal articles hal-03079966v1
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Inferring large graphs using l1 -penalized likelihood

Magali Champion , Victor Picheny , Matthieu Vignes
Statistics and Computing, 2017, ⟨10.1007/s11222-017-9769-z⟩
Journal articles hal-01602560v1

Sparse regression and support recovery with L2-Boosting algorithms

Magali Champion , Christine Cierco-Ayrolles , Sébastien Gadat , Matthieu Vignes
Journal of Statistical Planning and Inference, 2014, 155, pp.19-41. ⟨10.1016/j.jspi.2014.07.006⟩
Journal articles hal-02639380v1
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Inferring large graphs using l1-penalized likelihood

Magali Champion , Victor Picheny , Matthieu Vignes
Statistics and Computing, 2017, ⟨10.1198/jasa.2011.ap10346⟩
Journal articles hal-01172745v3
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Identification of deregulated transcription factors involved in subtypes of cancers

Magali Champion , Julien Chiquet , Pierre Neuvial , Mohamed Elati , François Radvanyi et al.
Proceedings of the 12th International Conference on Bioinformatics and Computational Biology, Mar 2020, SAN FRANCISCO, United States. pp.1--10, ⟨10.29007/v7qj⟩
Conference papers hal-01516892v2

Correction to : Inferring large graphs using l(1)-penalized likelihood (vol 28, pg 905, 2018)

Magali Champion , Victor Picheny , Matthieu Vignes
Statistics and Computing, 2018, 28 (6), pp.1231-1231. ⟨10.1007/s11222-017-9795-x⟩
Journal articles hal-02617831v1
Image document

L2-Boosting for sensitivity analysis with dependent inputs

Magali Champion , Gaëlle Chastaing , Sébastien Gadat , Clémentine Prieur
Statistica Sinica, 2015, 25 (4), pp.1477-1502. ⟨10.5705/ss.2013.310⟩
Journal articles hal-01068729v1
Image document

Contribution à la modélisation et l'inférence de réseaux de régulation de gènes

Magali Champion
Mathématiques [math]. Université de Toulouse III, 2014. Français. ⟨NNT : ⟩
Theses tel-01112126v1
Image document

l1-spectral clustering algorithm: a spectral clustering method using l1-regularization

Camille Champion , Magali Champion , Mélanie Blazère , Rémy Burcelin , Jean-Michel Loubes et al.
2022
Preprints, Working Papers, ... hal-03095805v3

Contribution à la modélisation et l'inférence de réseau de régulation de gènes

Magali Champion
Mathématiques [math]. Université Toulouse III - Paul Sabatier, 2014. Français. ⟨NNT : ⟩
Theses tel-02795239v1