Mixed Monotonicity Reachability Analysis of Neural ODE: A Trade-Off Between Tightness and Efficiency

This research introduces an interval-based reachability method for Neural ODEs leveraging mixed monotonicity to balance verification tightness with computati...

Level: expert

By Abdelrahman Sayed Sayed, Pierre-Jean Meyer, Mohamed Ghazel

Category: research