The road to explainability is paved with bias: Measuring the fairness of explanations A Balagopalan, H Zhang, K Hamidieh, T Hartvigsen, F Rudzicz, ... Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 63 | 2022 |
Is fairness only metric deep? evaluating and addressing subgroup gaps in deep metric learning N Dullerud, K Roth, K Hamidieh, N Papernot, M Ghassemi International Conference on Learning Representations, 2022 | 16 | 2022 |
Selective Classification Via Neural Network Training Dynamics S Rabanser, A Thudi, K Hamidieh, A Dziedzic, N Papernot arXiv preprint arXiv:2205.13532, 2022 | 14 | 2022 |
Evaluating and Improving Robustness of Self-Supervised Representations to Spurious Correlations K Hamidieh, H Zhang, M Ghassemi ICML 2022: Workshop on Spurious Correlations, Invariance and Stability, 2022 | 2 | 2022 |
Identifying Implicit Social Biases in Vision-Language Models K Hamidieh, H Zhang, T Hartvigsen, M Ghassemi ICML 2023 Workshop on Challenges of Deploying Generative AI, 2023 | 1 | 2023 |
Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types A Ghareyazi, A Kazemi, K Hamidieh, H Dashti, MS Tahaei, HR Rabiee, ... BMC bioinformatics 23 (1), 298, 2022 | 1 | 2022 |
Better than Balancing: Debiasing through Data Attribution S Jain, K Hamidieh, K Georgiev, M Ghassemi, A Madry NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023 | | 2023 |
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation K Hamidieh, H Zhang, S Sankaranarayanan, M Ghassemi The Twelfth International Conference on Learning Representations, 2023 | | 2023 |