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02/11/2022
Inference of Multiscale Gaussian Graphical Model
Gaussian Graphical Models (GGMs) are widely used for exploratory data an...
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07/28/2020
Accounting for missing actors in interaction network inference from abundance data
Network inference aims at unraveling the dependency structure relating j...
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07/10/2020
High heritability does not imply accurate prediction under the small additive effects hypothesis
Genome-Wide Association Studies (GWAS) explain only a small fraction of ...
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05/07/2019
Tree-based Reconstruction of Ecological Network from Abundance Data
The behavior of ecological systems mainly relies on the interactions bet...
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02/05/2019
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to Genomics
Motivation: Genomic data analyses such as Genome-Wide Association Studie...
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10/29/2018
Fast Computation of Genome-Metagenome Interaction Effects
Motivation:Association studies usually search for association between co...
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10/07/2012