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Kimia Hamidieh
Kimia Hamidieh
PhD Student, MIT
Verified email at mit.edu
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Year
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
592022
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
152022
Selective Classification Via Neural Network Training Dynamics
S Rabanser, A Thudi, K Hamidieh, A Dziedzic, N Papernot
arXiv preprint arXiv:2205.13532, 2022
142022
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
22022
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
12023
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
12022
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
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