Contexte et atouts du poste

Inria Saclay is one of the eight research centres of Inria, France's national institute for research in digital science and technology, located on the Plateau de Saclay south of Paris and embedded in the Université Paris-Saclay ecosystem — one of Europe's largest concentrations of computer science, mathematics and AI research — where it hosts more than thirty project-teams jointly affiliated with CNRS and major French universities and engineering schools.

The TAU project-team (TAckling the Underspecified) is a joint Inria–CNRS–Université Paris-Saclay research group based at Inria Saclay and hosted within the Laboratoire Interdisciplinaire des Sciences du Numérique (LISN). TAU starts from the premise that contemporary machine learning pipelines are systematically under-specified: observed data leave implicit the common-sense knowledge needed to interpret them, the labels needed to supervise them, and the causal structure need...