Céline DELMAS
52
Documents
Researcher identifiers
celine-delmas
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0000-0001-5572-061X
Presentation
**Phone:** +33561285071
**Website**: [https://miat.inrae.fr/site/Céline\_DELMAS](https://miat.inrae.fr/site/Céline_DELMAS)
**Professional address**: INRAE, MIAT, 24 chemin de Borde Rouge – Auzeville-Tolosane CS 52627 31327 Castanet Tolosan Cedex - France
**Short Bio**
**2013-present**: Researcher at INRAE in the Applied Mathematics and Informatics Unit, Toulouse, France
**2004-2013**: Researcher at INRAE in the Animal Genetics division, GenPhySE Laboratory, Toulouse, France (Association studies – Genomic selection)
**2001-2004**: Researcher at INRAE in the Animal Genetics division, SGQA Laboratory, Jouy-en-Josas, France (Mixed-effects models)
**2001**: Ph.D degree in Probability and Statistics from Paul Sabatier University (Gaussian random fields and their applications in Statistics)
**1997**: Engineer degree from the Institut National des Sciences Appliquées de Toulouse, Mathematics Department (INSA, Toulouse)
****Main activities (since 2018)****
****Research interest****
Gaussian random fields, mean number and correlation of their critical points, Kac-Rice formula.
Gaussian matrices, distribution of their eigenvalues.
Application of probability, statistics and machine learning to the study of physico-chemistry problems.
Application of probability and statistics to association studies and genomic selection.
****Teaching****
Bayesian Statistics - Master 2 MSE (Modélisation des Systèmes Ecologiques) et EE (Ecologie et Evolution) Paul Sabatier University - 18h / year since 2019.
Inferential Statistics - Licence MIASHS (Mathématiques et Informatique Appliquées aux Sciences Humaines et Sociales) Toulouse Jean Jaurès University - 32h / year (2018-2020).
Publications
The SgenoLasso, a new Lasso method dedicated to extreme observations in genomicsInternational Conference on Robust Statistics, May 2023, Toulouse, France
Conference papers
hal-04203055v1
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New Statistical Methods For Association Studies And Genomic Prediction4th International Conference on Statistics: Theory and Applications (ICSTA'22), Jul 2022, Prague, Czech Republic. ⟨10.11159/icsta22.135⟩
Conference papers
hal-03769506v1
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The SgenoLasso for gene mapping and genomic prediction24th International Conference on Computational Statistics, Aug 2022, Bologne, Italy
Conference papers
hal-03811758v1
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The Adaptive SgenoLasso, an extended version of the SgenoLasso, for gene mapping and for genomic prediction using the extremes52èmes journées de Statistiques de la Société Française de Statistique (SFdS), Jun 2021, Nice, France
Conference papers
hal-03387969v1
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Critical points of isotropic Gaussian fields on the sphereConference on random nodal domains, Sep 2021, Rennes, France
Conference papers
hal-03387980v1
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The SgenoLasso and its cousins for selective genotyping and extreme samplingJOBIM (Journées Ouvertes en Biologie, Informatique et Mathématiques), 2021, Paris, France
Conference papers
hal-03387951v1
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Mean number and correlation function of critical points of isotropic Gaussian fieldsXV Latin American Congress of Probability and Mathematical Statistics, Dec 2019, Mérida, Mexico
Conference papers
hal-03285851v1
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Répartition des points critiques d'un processus ou champ gaussien isotrope51èmes Journées de Statistique de la Société Française de Statistique, Jun 2019, Nancy, France
Conference papers
hal-03285738v1
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Modèles de mélange et extrêmes pour la localisation de gènes48èmes Journées de Statistiques de la Société Française de Statistique, May 2016, Montpellier, France
Conference papers
hal-03285789v1
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MCEM algorithm for the log-Gaussian Cox processworkshop of Spatial Statistics for Image Analysis and Biology, May 2014, Aalborg, Denmark. 32 p
Conference papers
hal-02739481v1
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Détection de QTL en interactions42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers
inria-00494742v1
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Processus de tests de rapports de vraisemblance pour la détection de QTL42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers
inria-00494709v1
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Utilisation dune puce 60 000 SNP pour cartographier finement des QTL affectant des caractères de production, de résistance aux maladies et de comportement chez les ovins16. Rencontres autour des Recherches sur les Ruminants, Dec 2009, Paris, France
Conference papers
hal-02755058v1
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Sur la théorie de la détection de QTL.Journées Scientifiques, Département de Génétique Animale, Apr 2008, Lacanau
Conference papers
hal-02752210v1
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Présentation du projet ANR 2008 SheepSNPQTL : utilisation de la puce 60 000 SNP pour la cartographie fine de QTL chez les ovins.Journées Scientifiques, Département de Génétique Animale, Apr 2008, Lacanau, France
Conference papers
hal-02813290v1
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Dynamics of gene expression in bovine extra-embryonic tissues before placentation2. International Meeting on Mammalian Embryogenomics, Oct 2007, Paris, France
Conference papers
hal-02752280v1
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On mixture models for detecting differentially expressed genes in macroarrays data.XXIIIrd International Biometric Conference, Jul 2006, Montréal, pp.Inconnu
Conference papers
hal-02816863v1
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A novel procedure to determine differentially expressed genes between two conditions, and an application to the comparison of two bovine gestation modes8. World Congress on Genetics Applied to Livestock Production, Aug 2006, Belo Horizonte, Brazil. 1 p
Conference papers
hal-02816165v1
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On mixture models for detecting differentially expressed genes in macroarrays data.Workshop, Statistical methods for post-genomic data, Mar 2006, Workshop, pp.Inconnu
Conference papers
hal-02816470v1
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Gene profile clustering, selection of predictive genes using random forests and a stochastic algorithm, regulatory networks in a transcriptomic kinetics on bovine mastistisEADGENE Data Analysis Workshop, Nov 2006, Tune, Denmark. pp.Inconnu
Conference papers
hal-02813420v1
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A novel procedure to determine differentially expressed genes between two conditions4. Workshop: Statistical methods for post-genomic data, Mar 2006, Toulouse, France. 1 p
Conference papers
hal-02820023v1
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Two new procedures to detect differentially expressed genesEADGENE Data Analysis Workshop, Nov 2006, Tune, Denmark
Conference papers
hal-02812711v1
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A simple procedure to determine differentially expressed genes between several conditionsWorkshop Statistique Mathématique et Applications, 13-17 Novembre 2006, Nov 2006, CIRM, pp.Inconnu
Conference papers
hal-02818702v1
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Estimation semi-paramétrique d'un mélange à deux composantes dont une composante est connue.XXXVIIèmes Journées de Statistiques, Jun 2005, Pau, 6 p
Conference papers
hal-02830613v1
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Functional genomics on normal and cloned bovine embryo before implantation1. EMBIC (Embryo Implantation Control) Summer School, Jun 2005, Malinska, Croatia
Conference papers
hal-02760881v1
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Tests d'hypothèses restreintes.XXXVIèmes Journées de Statistique, May 2004, Montpellier, 4 p
Conference papers
hal-02829352v1
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Tests fondés sur la vraisemblance sous des conditions non standard.XXXVèmes Journées de Statistique, Jun 2003, Lyon, 4 p
Conference papers
hal-02832608v1
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Further insights into tests of variance components and model selection7. World congress on Genetics Applied to Livestock Production, Aug 2002, Montpellier, France
Conference papers
hal-02761165v1
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Distribution du maximum d'un champ aléatoire et applications statistiquesProbabilités [math.PR]. Université Paul Sabatier, 2001. Français. ⟨NNT : ⟩
Theses
tel-03394613v1
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