A survey on datasets for fairness-aware machine learning TL Quy, A Roy, V Iosifidis, E Ntoutsi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 12 …, 2022 | 201 | 2022 |
A deep ensemble framework for fake news detection and multi-class classification of short political statements A Roy, K Basak, A Ekbal, P Bhattacharyya Proceedings of the 16th International Conference on Natural Language …, 2019 | 120* | 2019 |
An ensemble approach for aggression identification in English and Hindi text A Roy, P Kapil, K Basak, A Ekbal Proceedings of the first workshop on trolling, aggression and cyberbullying …, 2018 | 23 | 2018 |
Fair-capacitated clustering TL Quy, A Roy, G Friege, E Ntoutsi arXiv preprint arXiv:2104.12116, 2021 | 19 | 2021 |
Multi-dimensional discrimination in law and machine learning-A comparative overview A Roy, J Horstmann, E Ntoutsi Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 13 | 2023 |
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents A Roy, P Fafalios, A Ekbal, X Zhu, S Dietze Journal of Intelligent Information Systems 58 (1), 1-19, 2022 | 10 | 2022 |
Multi-fairness Under Class-Imbalance A Roy, V Iosifidis, E Ntoutsi International Conference on Discovery Science, 286-301, 2022 | 10* | 2022 |
A survey on datasets for fairness-aware machine learning. WIREs Data Mining and Knowledge Discovery 12 (3)(2022) T Le Quy, A Roy, V Iosifidis, W Zhang, E Ntoutsi | 8 | 2022 |
Learning to teach fairness-aware deep multi-task learning A Roy, E Ntoutsi Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 7 | 2022 |
Parity-based cumulative fairness-aware boosting V Iosifidis, A Roy, E Ntoutsi Knowledge and Information Systems 64 (10), 2737-2770, 2022 | 4 | 2022 |
Mulcob-mulfav: Multimodal content based multilingual fact verification A Roy, A Ekbal 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 3 | 2021 |
FairBranch: Fairness Conflict Correction on Task-group Branches for Fair Multi-Task Learning A Roy, C Koutlis, S Papadopoulos, E Ntoutsi arXiv preprint arXiv:2310.13746, 2023 | | 2023 |