Guillem Rigaill
Orcid: 0000-0002-7176-7511
According to our database1,
Guillem Rigaill
authored at least 25 papers
between 2008 and 2023.
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Bibliography
2023
J. Stat. Softw., 2023
J. Mach. Learn. Res., 2023
2022
Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data.
J. Stat. Softw., 2022
2021
Increased peak detection accuracy in over-dispersed ChIP-seq data with supervised segmentation models.
BMC Bioinform., 2021
2020
Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data.
J. Mach. Learn. Res., 2020
Quelques développements statistiques et algorithmiques pour l'analyse de données génomiques.
, 2020
2019
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to genomics.
Algorithms Mol. Biol., 2019
2018
New efficient algorithms for multiple change-point detection with reproducing kernels.
Comput. Stat. Data Anal., 2018
Synthetic data sets for the identification of key ingredients for RNA-seq differential analysis.
Briefings Bioinform., 2018
2017
2015
GEM2Net: from gene expression modeling to -omics networks, a new CATdb module to investigate <i>Arabidopsis thaliana</i> genes involved in stress response.
Nucleic Acids Res., 2015
Briefings Bioinform., 2015
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data.
Proceedings of the 32nd International Conference on Machine Learning, 2015
2014
Fast estimation of the Integrated Completed Likelihood criterion for change-point detection problems with applications to Next-Generation Sequencing data.
Signal Process., 2014
Algorithms Mol. Biol., 2014
2013
Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression.
Proceedings of the 30th International Conference on Machine Learning, 2013
Fast and Parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2013
2012
Exact posterior distributions and model selection criteria for multiple change-point detection problems.
Stat. Comput., 2012
A regression model for estimating DNA copy number applied to capture sequencing data.
Bioinform., 2012
2010
Développements statistiques et algorithmiques pour l'analyse des cancers du sein de type triple négatif. (Statistical and algorithmic developments for the analysis of Triple Negative Breast Cancers).
PhD thesis, 2010
Exact Posterior Distributions over the Segmentation Space and Model Selection for Multiple Change-Point Detection Problems.
Proceedings of the 19th International Conference on Computational Statistics, 2010
2008
ITALICS: an algorithm for normalization and DNA copy number calling for Affymetrix SNP arrays.
Bioinform., 2008