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Thesis
Home   /   Post Doctorat   /   Formal Explanations for Artificial Intelligence

Formal Explanations for Artificial Intelligence

Artificial intelligence & Data intelligence Computer science and software Engineering sciences Technological challenges

Abstract

The candidate will contribute to the PyRAT formal analyzer, developped in the lab. This state-of-the-art analyzer is both used as a research sandbox and as an industrial-grade tool. As such, the candidate will work at the boundary of academia and industry.
The candidate missions are the following:

- actively build, update and deliver a state of the art on formal verification, in particular formal verification of machine learning and formal explanations
- contribute to scientific and technical discussions on PyRAT's design and implementations, and pursue said implementations
- investigate and apply the uses of PyRAT for formal explanations
- contribute to funded projects, either national or international, both by institutional and industrial actors, in particular by helping writing deliverables on such projects
- contribute to publications and/or technical reports around PyRAT
- help the dissemination of PyRAT, in particular by contributing to tutorials, courses and presentations and presenting them at scientific and industrial venues

Laboratory

Département Ingénierie Logiciels et Systèmes (LIST)
LSL (DILS)
Laboratoire pour la Sûreté du Logiciel
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