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members:grigaill:welcome [2019/12/06 11:41]
Guillem [Guillem Rigaill]
members:grigaill:welcome [2024/01/31 13:50]
Guillem [Publications]
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 <WRAP group> <WRAP group>
 <wrap first column> {{:​members:​grigaill:​photo_gr.png?​150|}} </​wrap>​ <wrap first column> {{:​members:​grigaill:​photo_gr.png?​150|}} </​wrap>​
-<wrap second colum> ​Researcher ​at INRA (CR)Computational Statistics for Biology ​\\ +<wrap second colum> ​Senior research scientist ​at INRAE (aka directeur de recherche).  \\ 
-I work in two labs: \\ +I am mostly interested in Computational Statistics for Molecular ​BiologyI work in two teams/labs: \\ 
-1) Laboratoire de Mathématiques et Modélisation d'​Évry (LaMME) \\ +1) [[http://​www.math-evry.cnrs.fr/​sg/​welcome|Stat & Genome]], ​Laboratoire de Mathématiques et Modélisation d'​Évry (LaMME) \\ 
-2) Genomics Networks Team, Institut des Sciences des Plantes de Paris-Saclay (IPS2) \\ +2) [[http://​ips2.u-psud.fr/​en/​research/​pmin-department-plant-microbe-interactions-and-networks-biotic-interactions/​gnet-genomics-networks.html|Genomics Networks Team]], Institut des Sciences des Plantes de Paris-Saclay (IPS2) \\ 
-☎  +33 (0) 1 64 85 35 31 \\ +☎  +33 (0) 1 64 85 35 44 \\ 
-<​firstname.lastname@inra.fr> \\ +<​firstname.lastname@inrae.fr> \\ 
-{{:​members:​grigaill:​rigaill_cv_en.pdf|Curriculum Vitae}} \\ +{{:​members:​grigaill:​rigaill_cv_en092020.pdf|Curriculum Vitae}}\\ 
-{{:members:​grigaill:​publications.pdf|List of publications}} \\+[[https://scholar.google.com/​citations?​user=Ve7EEQgAAAAJ&​hl=en|List of publications ​(link to google scholar)]] ​\\
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 ===== Publications ===== ===== Publications =====
  
-A full list of my publication is available {{:​members:​grigaill:​publications.pdf|here}}. \\+A full list of my publication is available {{:​members:​grigaill:​publications_092020.pdf|here}}. \\ 
 Here are a few recent publications:​ Here are a few recent publications:​
  
 +  *[pre-print] Online Multivariate Changepoint Detection: Leveraging Links With Computational Geometry. L. Pishchagina,​ G. Romano, P. Fearnhead, V. Runge and G. Rigaill. In: **arXiv preprint arXiv:​2311.01174**
 +  *[pre-print] Ms. FPOP: an exact and fast segmentation algorithm with a multiscale penalty. A. Liehrmann, G Rigaill. In: **arXiv preprint arXiv:​2303.08723**
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 +  *[2023a] Fast online changepoint detection via functional pruning CUSUM statistics. G. Romano, I.A. Eckley, P. Fearnhead, and G. Rigaill. In: **Journal of Machine Learning Research**
 +  *[2023b] DiffSegR: an RNA-seq data driven method for differential expression analysis using changepoint detection. A. Liehrmann, E. Delannoy, A. Launay-Avon,​ E. Gilbault, O. Loudet, B. Castandet and G. Rigaill. In: **NAR Genomics and Bioinformatics**
 +  *[2023c] Adjusting the adjusted Rand Index: A multinomial story. M. Sundqvist, J. Chiquet, G. Rigaill. In: **Computational Statistics**
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 +  *[2021a] Detecting abrupt changes in the presence of local fluctuations and autocorrelated noise. G. Romano, V. Runge, G. Rigaill, and P. Fearnhead. In: **Journal of the American Statistical Association**
 +  *[2021b] Increased peak detection accuracy in over-dispersed ChIP-seq data with supervised segmentation models. A. Liehrmann, G. Rigaill, and Toby Dylan Hocking. In **BMC bioinformatics**
 +  *[2021c] M. Guilcher, A. Lierhmann, C. Seyman, T. Blein, G. Rigaill, B. Castandet, and E. Delannoy ​ "Full length transcriptome highlights the coordination of plastid transcript processing. In: **International journal of molecular sciences**
 +
 +  *[2020a] Fast tree aggregation for consensus hierarchical clustering. A. Hulot, J. Chiquet, F. Jaffrézic, and G. Rigaill. In: **BMC bioinformatics**
 +  *
 +  *[2020b] A log-linear time algorithm for constrained changepoint detection. T.D. Hocking, G. Rigaill, P. Fearnhead, and G. Bourque. In: **JMLR**
  
   * [2019a] ​ Adjacency-constrained hierarchical clustering of a band similarity matrix with application to Genomics. C. Ambroise, A. Dehman, P. Neuvial, G. Rigaill, and N. Vialaneix. In: **Algorithms for Molecular**   * [2019a] ​ Adjacency-constrained hierarchical clustering of a band similarity matrix with application to Genomics. C. Ambroise, A. Dehman, P. Neuvial, G. Rigaill, and N. Vialaneix. In: **Algorithms for Molecular**
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   * [2018a] Changepoint detection in the presence of outliers. P. Fearnhead and G. Rigaill. In: **Journal of the American Statistical Association**   * [2018a] Changepoint detection in the presence of outliers. P. Fearnhead and G. Rigaill. In: **Journal of the American Statistical Association**
  
-  * [2018b] Homoeologous exchanges cause extensive dosage-dependent gene expression changes in an allopolyploid crop. A. Lloyd, A. Blary, D. Charif, C. Charpentier,​ J. Tran, S. Balzergue, E. Delannoy, G. Rigaill, and E. Jenczewski. In: **New Phytologist** 
  
-  * [2016] Synthetic data sets for the identification of key ingredients for RNA-seq differential analysis. ​ G. Rigaill Guillem et al. In: **Briefings in bioinformatics** 
  
-  * [2016] On optimal multiple changepoint algorithms for large dataRMaidstone, T. Hocking, G. Rigaill ​and P. Fearnhead. In: **Statistics and Computing** +===== My Ph.Dtheses ​and "​habilitation" ​ =====
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-  * [2015a] Fast tree inference with weighted fusion penalties. J. Chiquet, P. Gutierrez, and G. Rigaill. In: **Journal of Computationnal and Graphical Statistics** +
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-  * [2015b] T. D. Hocking, G. Rigaill, and G. Bourque. PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data. In: Proceedings of The 32nd International Conference on Machine Learning, **ICML** +
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 +Habilitation (in french) : [[https://​tel.archives-ouvertes.fr/​tel-02955535|TEL-HAL]] - {{:​members:​grigaill:​Pres_18092020.pdf|slides}}
  
  
 +Ph.D.: [[https://​tel.archives-ouvertes.fr/​pastel-00593939|TEL-HAL]]
members/grigaill/welcome.txt · Last modified: 2024/01/31 13:52 by Guillem

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