Laplacian Networks: Bounding Indicator Function Smoothness for Neural Network Robustness

24 May 2018Carlos Eduardo Rosar Kos LassanceVincent GriponAntonio Ortega

For the past few years, Deep Neural Network (DNN) robustness has become a question of paramount importance. As a matter of fact, in sensitive settings misclassification can lead to dramatic consequences... (read more)

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