| " I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset EM Smith, M Hall, M Kambadur, E Presani, A Williams arXiv preprint arXiv:2205.09209, 2022 | 82 | 2022 |
| A Systematic Study of Bias Amplification M Hall, L van der Maaten, L Gustafson, M Jones, A Adcock Workshop on Trustworthy and Socially Responsible Machine Learning at NeurIPS …, 2022 | 49 | 2022 |
| Fairness on the ground: Applying algorithmic fairness approaches to production systems C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ... arXiv preprint arXiv:2103.06172, 2021 | 19 | 2021 |
| Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups M Hall, L Gustafson, A Adcock, I Misra, C Ross Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 11* | 2023 |
| Facet: Fairness in computer vision evaluation benchmark L Gustafson, C Rolland, N Ravi, Q Duval, A Adcock, CY Fu, M Hall, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 9 | 2023 |
| Understanding out-of-distribution accuracies through quantifying difficulty of test samples B Simsek, M Hall, L Sagun arXiv preprint arXiv:2203.15100, 2022 | 5 | 2022 |
| Quantifying and mitigating the impact of label errors on model disparity metrics J Adebayo, M Hall, B Yu, B Chern The Eleventh International Conference on Learning Representations, 2023 | 4 | 2023 |
| Towards reliable assessments of demographic disparities in multi-label image classifiers M Hall, B Chern, L Gustafson, D Ventura, H Kulkarni, C Ross, N Usunier arXiv preprint arXiv:2302.08572, 2023 | 3 | 2023 |
| Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations L Gustafson, M Richards, M Hall, C Hazirbas, D Bouchacourt, M Ibrahim Advances in Neural Information Processing Systems 36, 2024 | 2* | 2024 |
| Improving Text-to-Image Consistency via Automatic Prompt Optimization O Mañas, P Astolfi, M Hall, C Ross, J Urbanek, A Williams, A Agrawal, ... arXiv preprint arXiv:2403.17804, 2024 | 1 | 2024 |
| VPA: Fully Test-Time Visual Prompt Adaptation J Sun, M Ibrahim, M Hall, I Evtimov, ZM Mao, CC Ferrer, C Hazirbas Proceedings of the 31st ACM International Conference on Multimedia, 5796-5806, 2023 | 1 | 2023 |
| DIG In: Evaluating disparities in image generations with indicators for geographic diversity M Hall, C Ross, A Williams, N Carion, M Drozdzal, AR Soriano Transactions on Machine Learning Research (TMLR) 2024, 2023 | 1 | 2023 |
| The Role of Tech Companies in Overseeing and Designing Ethical Systems M Hall APS March Meeting Abstracts 2021, L09. 003, 2021 | | 2021 |
