Kyle Matoba

Computing Preimages of Deep Neural Networks with Applications to Safety

2021

To apply an algorithm in a sensitive domain it is important to understand the set of input values that result in specific decisions. Deep neural networks suffer from an inherent instability that makes this difficult: …