| Faired: A systematic fairness analysis approach applied in a higher educational context J Vasquez Verdugo, X Gitiaux, C Ortega, H Rangwala LAK22: 12th international learning analytics and knowledge conference, 271-281, 2022 | 16 | 2022 |
| Learning smooth and fair representations X Gitiaux, H Rangwala International conference on artificial intelligence and statistics, 253-261, 2021 | 15 | 2021 |
| Fair representations by compression X Gitiaux, H Rangwala Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11506 …, 2021 | 14 | 2021 |
| Trade-offs between group fairness metrics in societal resource allocation T Mashiat, X Gitiaux, H Rangwala, P Fowler, S Das Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 11 | 2022 |
| mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers. X Gitiaux, H Rangwala IJCAI, 5871-5879, 2019 | 7 | 2019 |
| SWAP test for an arbitrary number of quantum states X Gitiaux, I Morris, M Emelianenko, M Tian Quantum Information Processing 21 (10), 344, 2022 | 6 | 2022 |
| Single-frame super-resolution of solar magnetograms: Investigating physics-based metrics\& losses A Jungbluth, X Gitiaux, SA Maloney, C Shneider, PJ Wright, A Kalaitzis, ... arXiv preprint arXiv:1911.01490, 2019 | 4 | 2019 |
| Sofair: Single shot fair representation learning X Gitiaux, H Rangwala arXiv preprint arXiv:2204.12556, 2022 | 3 | 2022 |
| Multi-differential fairness auditor for black box classifiers X Gitiaux, H Rangwala arXiv preprint arXiv:1903.07609, 2019 | 3 | 2019 |
| Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement X Gitiaux, A Khant, E Beyrami, C Reddy, J Gupchup, R Cutler arXiv preprint arXiv:2110.04391, 2021 | 2 | 2021 |
| AURA: Privacy-Preserving Augmentation to Improve Test Set Diversity in Speech Enhancement X Gitiaux, A Khant, E Beyrami, C Reddy, J Gupchup, R Cutler ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Counterfactually fair dynamic assignment: A case study on policing T Mashiat, X Gitiaux, H Rangwala, S Das Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 1 | 2023 |
| Cross-calibration, super-resolution, and uncertainty estimation of the conversion of MDI and GONG to HMI full-disk magnetograms using deep learning A Munoz-Jaramillo, A Jungbluth, X Gitiaux, P Wright, C Shneider, ... American Astronomical Society Meeting Abstracts 53 (6), 123.03, 2021 | 1 | 2021 |
| Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties X Gitiaux, SA Maloney, A Jungbluth, C Shneider, PJ Wright, AG Baydin, ... arXiv preprint arXiv:1911.01486, 2019 | 1 | 2019 |
| Physically Motivated Deep Learning to Superresolve and Cross Calibrate Solar Magnetograms A Muñoz-Jaramillo, A Jungbluth, X Gitiaux, PJ Wright, C Shneider, ... The Astrophysical Journal Supplement Series 271 (2), 46, 2024 | | 2024 |
| Estimating the Risk of Individual Discrimination of Classifiers J Vasquez, X Gitiaux, H Rangwala Pacific-Asia Conference on Knowledge Discovery and Data Mining, 495-506, 2023 | | 2023 |
| Ex-Ante Assessment of Discrimination in Dataset J Vasquez, X Gitiaux, H Rangwala arXiv preprint arXiv:2208.07918, 2022 | | 2022 |
| Pre-and Post-Fairness Processing for Black-Box Classifiers X Gitiaux George Mason University, 2022 | | 2022 |
| Physics informed deep learning to super-resolve and cross-calibrate solar magnetograms A Munoz-Jaramillo, A Jungbluth, X Gitiaux, P Wright, C Shneider, ... | | 2021 |
| Super-resolution of Solar Magnetograms PJ Wright, X Gitiaux, A Jungbluth, S Maloney, C Shneider, A Kalaitzis, ... AGU Fall Meeting Abstracts 2020, SH044-0001, 2020 | | 2020 |
