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Author:Muhammad Shafique

Publications
Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input Segmentation
Mahum Naseer, Osman Hasan and Muhammad Shafique
In:Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems

Keyphrases

bias, formal analysis, Input Node Sensitivity, noise tolerance, robustness, state space reduction.

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