most citedLearning Stable and Passive Neural Differential Equations

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cs.LG2023

RobustNeuralNetworks.jl: a Package for Machine Learning and Data-Driven Control with Certified Robustness

Nicholas H. Barbara, Max Revay, Ruigang Wang +2

Neural networks are typically sensitive to small input perturbations, leading to unexpected or brittle behaviour. We present RobustNeuralNetworks.jl: a Julia package for neural net…