Search Results for author: Sébastien Palumby

Found 1 papers, 0 papers with code

Static analysis of ReLU neural networks with tropical polyhedra

no code implementations30 Jul 2021 Eric Goubault, Sébastien Palumby, Sylvie Putot, Louis Rustenholz, Sriram Sankaranarayanan

This paper studies the problem of range analysis for feedforward neural networks, which is a basic primitive for applications such as robustness of neural networks, compliance to specifications and reachability analysis of neural-network feedback systems.

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