Dp-sgd vs pate: Which has less disparate impact on model accuracy? A Uniyal, R Naidu, S Kotti, S Singh, PJ Kenfack, F Mireshghallah, A Trask arXiv preprint arXiv:2106.12576, 2021 | 36 | 2021 |
Impact of model ensemble on the fairness of classifiers in machine learning PJ Kenfack, AM Khan, SMA Kazmi, R Hussain, A Oracevic, AM Khattak International conference on applied artificial intelligence (ICAPAI), 1-6, 2021 | 28 | 2021 |
On the fairness of generative adversarial networks (gans) PJ Kenfack, DD Arapov, R Hussain, SMA Kazmi, A Khan International Conference" Nonlinearity, Information and Robotics"(NIR), 1-7, 2021 | 20 | 2021 |
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping K Sabbagh, PJ Kenfack, AR Rivera, A Khan ICLR 2023 @ Tiny Papers, 2023 | 10* | 2023 |
Learning Fair Representations through Uniformly Distributed Sensitive Attributes PJ Kenfack, AR Rivera, A Khan, M Mazzara IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2023 | 7 | 2023 |
Adversarial Stacked Auto-Encoders for Fair Representation Learning PJ Kenfack, AM Khan, R Hussain, SM Kazmi ICML 2021 Workshop on Machine Learning for Data: Automated Creation, Privacy …, 2021 | 5 | 2021 |
Fairness under demographic scarce regime PJ Kenfack, SE Kahou, U Aïvodji Transactions on Machine Learning Research, 2024 | 3 | 2024 |
Survey on AI Ethics: A Socio-technical Perspective D Mbiazi, M Bhange, M Babaei, I Sheth, PJ Kenfack arXiv preprint arXiv:2311.17228, 2023 | 2 | 2023 |
A Survey on Fairness Without Demographics PJ Kenfack, SE Kahou, U Aïvodji Transactions on Machine Learning Research (TMLR), 2024 | | 2024 |
An XQuery Specification for Requests with Preferences on XML Databases M Tchoupé Tchendji, PJ Kenfack Open Source Systems: 16th IFIP WG 2.13 International Conference, OSS 2020 …, 2020 | | 2020 |
SaTML 2023 S Calzavara, L Cazzaro, C Lucchese, J Ferry, U Aïvodji, S Gambs, ... | | |