Weighted-Lasso for Structured Network Inference from Time Course Data

Camille Charbonnier, Julien Chiquet, Christophe Ambroise

We present a weighted-Lasso method to infer the parameters of a first-order vector auto-regressive model that describes time course expression data generated by directed gene-to-ge…