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Contributions

Here is a detailled list of my publications, my talks at conferences, wrokshops, seminars.


Publications

Durif G., Modolo L., Mold J.E., Lambert-Lacroix S., Picard F., 2018. High dimensional classification with combined adaptive sparse PLS and logistic regression. Bioinformatics 34, 485–493. OUP arXiv HAL


Durif G., Modolo L., Michaelsson J., Mold J.E., Lambert-Lacroix S., Picard F., 2017. Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. Preprint. arXiv biorXiv HAL


PhD manuscript. Multivariate analysis of high-throughput sequencing data. Lyon University, 2016. HAL

Conferences and Workshops

Durif G., Modolo L., Mold J.E., Lambert-Lacroix S., Picard F., April 2018. Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis. RECOMB 2018, Paris (France).


Durif G., Modolo L., Mold J.E., Lambert-Lacroix S., Picard F., April 2017. Count-based Probabilistic PCA for single-cell data analysis. ISCB NGS'2017 Structural Variation and Population Genomics, Barcelona Biomedical Research Park, Barcelona (Spain).


Durif G., Picard F, Lambert-Lacroix S., June 2016. Factorization of count matrices with application to single cell gene expression profile analysis, Journées Ouvertes de Biologie Informatique et Mathématiques (JOBIM) 2016, ENS de Lyon, Lyon (France).

Seminars

More to come.