no code implementations • 6 Jul 2023 • Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi
We consider the problem of unfair discrimination between two groups and propose a pre-processing method to achieve fairness.
1 code implementation • NeurIPS 2021 • Federica Granese, Marco Romanelli, Daniele Gorla, Catuscia Palamidessi, Pablo Piantanida
Deep neural networks (DNNs) have shown to perform very well on large scale object recognition problems and lead to widespread use for real-world applications, including situations where DNN are implemented as "black boxes".