no code implementations • 24 May 2022 • Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Francois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
We refer to this noble definition as compound conditional vector and employ it for training the generator network.
no code implementations • 12 Nov 2021 • Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Francois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
This paper introduces a bi-discriminator GAN for synthesizing tabular datasets containing continuous, binary, and discrete columns.
no code implementations • 3 Nov 2021 • Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
We conclude by finding that the generalized IFFNNs achieve comparable classification performance to their normal feedforward neural network counterparts and provide meaningful interpretations.
no code implementations • 23 May 2019 • Adel Abusitta, Esma Aïmeur, Omar Abdel Wahab
In this paper, we propose a new framework for mitigating biases in machine learning systems.