Gene Regulatory Networks are models of gene regulation. Inferring such model from genome-wide geneexpression measurements is one of the key challenges in modern biology, and a large number of algorithms have been proposed for this task. As there is still much confusion in the current literature as to what precisely Gene Regulatory Networks are, it is important to provide a definition that is as...