An Intersectional Definition of Fairness J Foulds, R Islam, KN Keya, S Pan arXiv preprint arXiv:1807.08362, 2018 | 207 | 2018 |
Debiasing career recommendations with neural fair collaborative filtering R Islam, KN Keya, Z Zeng, S Pan, J Foulds Proceedings of the Web Conference 2021, 3779-3790, 2021 | 74 | 2021 |
Bayesian Modeling of Intersectional Fairness: The Variance of Bias∗ JR Foulds, R Islam, KN Keya, S Pan Proceedings of the 2020 SIAM International Conference on Data Mining, 424-432, 2020 | 49 | 2020 |
Fair representation learning for heterogeneous information networks Z Zeng, R Islam, KN Keya, J Foulds, Y Song, S Pan Proceedings of the International AAAI Conference on Web and Social Media 15 …, 2021 | 41 | 2021 |
Can we obtain fairness for free? R Islam, S Pan, JR Foulds Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 586-596, 2021 | 26 | 2021 |
Equitable allocation of healthcare resources with fair survival models KN Keya, R Islam, S Pan, I Stockwell, J Foulds Proceedings of the 2021 siam international conference on data mining (sdm …, 2021 | 24 | 2021 |
Mitigating Demographic Biases in Social Media-Based Recommender Systems R Islam, KN Keya, S Pan, J Foulds The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD …, 2019 | 21 | 2019 |
Do humans prefer debiased AI algorithms? A case study in career recommendation C Wang, K Wang, A Bian, R Islam, KN Keya, J Foulds, S Pan Proceedings of the 27th International Conference on Intelligent User …, 2022 | 18 | 2022 |
Equitable allocation of healthcare resources with fair cox models KN Keya, R Islam, S Pan, I Stockwell, JR Foulds arXiv preprint arXiv:2010.06820, 2020 | 11 | 2020 |
A scalable fpga-based accelerator for high-throughput mcmc algorithms M Hosseini, R Islam, A Kulkarni, T Mohsenin 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017 | 8 | 2017 |
An EEG artifact detection and removal technique for embedded processors R Islam, WD Hairston, T Oates, T Mohsenin 2017 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-3, 2017 | 7 | 2017 |
Differential Fairness JR Foulds, R Islam, KN Keya, S Pan NeurIPS 2019 Workshop on Machine Learning with Guarantees, Vancouver, Canada., 2019 | 6 | 2019 |
Differential fairness: an intersectional framework for fair AI R Islam, KN Keya, S Pan, AD Sarwate, JR Foulds Entropy 25 (4), 660, 2023 | 5 | 2023 |
Bias: Friend or foe? user acceptance of gender stereotypes in automated career recommendations C Wang, K Wang, A Bian, R Islam, KN Keya, J Foulde, S Pan | 5 | 2021 |
Scalable Collapsed Inference for High-Dimensional Topic Models R Islam, J Foulds UMBC Student Collection, 2019 | 4 | 2019 |
Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness Y Zhao, M Xu, H Chen, Y Chen, Y Cai, R Islam, Y Wang, T Derr Proceedings of the ACM on Web Conference 2024, 1237-1248, 2024 | 3 | 2024 |
Fair inference for discrete latent variable models R Islam, S Pan, JR Foulds arXiv preprint arXiv:2209.07044, 2022 | 3 | 2022 |
When Biased Humans Meet Debiased AI: A Case Study in College Major Recommendation C Wang, K Wang, AY Bian, R Islam, KN Keya, J Foulds, S Pan ACM Transactions on Interactive Intelligent Systems 13 (3), 1-28, 2023 | 1 | 2023 |
A User Study on a De-biased Career Recommender System C Wang, K Wang, A Bian, R Islam, KN Keya, JR Foulds, S Pan In Mid-Atlantic Student Colloquium on Speech, Language and Learning (MASC-SLL), 2020 | 1 | 2020 |
MPT: Multiple Parallel Tempering for High-Throughput MCMC Samplers M Hosseini, R Islam, L Marni, T Mohsenin 2018 31st IEEE International System-on-Chip Conference (SOCC), 244-249, 2018 | 1 | 2018 |