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cs.LG2021
And/or trade-off in artificial neurons: impact on adversarial robustness
Alessandro Fontana
Despite the success of neural networks, the issue of classification robustness remains, particularly highlighted by adversarial examples. In this paper, we address this challenge b…
cs.LG2016
An artificial neural network to find correlation patterns in an arbitrary number of variables
Alessandro Fontana
Methods to find correlation among variables are of interest to many disciplines, including statistics, machine learning, (big) data mining and neurosciences. Parameters that measur…