51 citations · 122 across the 7 of their papers we have counts for
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cs.LO2020
DeepAbstract: Neural Network Abstraction for Accelerating Verification
Pranav Ashok, Vahid Hashemi, Jan Křetínský +1
While abstraction is a classic tool of verification to scale it up, it is not used very often for verifying neural networks. However, it can help with the still open task of scalin…
cs.LG2020★ 6 cited
dtControl: Decision Tree Learning Algorithms for Controller Representation
Pranav Ashok, Mathias Jackermeier, Pushpak Jagtap +3
Decision tree learning is a popular classification technique most commonly used in machine learning applications. Recent work has shown that decision trees can be used to represent…