Author

Kimia Hamidieh

Observed name: Hamidieh, Kimia

Institutions: MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology

Observed institutions: University of Toronto, Vector Institute, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology

OpenAlex ID: A5009409152

The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations

2022 · Aparna Balagopalan, Haoran Zhang, et al. · ACM Conference on Fairness, Accountability, and Transparency (FAccT) · 98

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Identifying Implicit Social Biases in Vision-Language Models

2024 · Kimia Hamidieh, Haoran Zhang, et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 32

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Selective Prediction via Training Dynamics

2022 · Rabanser, Stephan, Thudi, Anvith, et al. · arXiv (Cornell University) · 20

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MatrAIx: Simulating the World with 8.3 Billion Persona Agents

2026 · Li, Xiaomin, Hao, Yuexing, et al. · arXiv (Cornell University) · 16

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Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning

2022 · Dullerud, Natalie, Roth, Karsten, et al. · arXiv (Cornell University) · 11

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BendVLM: Test-Time Debiasing of Vision-Language Embeddings

2024 · Walter Gerych, Haoran Zhang, et al. · neural information processing systems · 10

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Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification

2026 · Hamidieh, Kimia, Thost, Veronika, et al. · arXiv (Cornell University) · 8

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Data Debiasing with Datamodels (D3M): Improving Subgroup Robustness via Data Selection

2024 · Jain, Saachi, Hamidieh, Kimia, et al. · arXiv (Cornell University) · 5

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Bridging Compute- and Data-Optimal Pretraining

2026 · Qin, Tian, Hamidieh, Kimia, et al. · arXiv (Cornell University) · 4

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Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types

2022 · Amin Ghareyazi, Amirreza Kazemi, et al. · BMC Bioinformatics · 3

Domain-Aware Scaling Laws Uncover Data Synergy

2026 · Hamidieh, Kimia, Mackey, Lester, et al. · arXiv (Cornell University) · 1

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Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation

2024 · Hamidieh, Kimia, Zhang, Haoran, et al. · arXiv (Cornell University) · 1

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Improving Subgroup Robustness via Data Selection

2024 · Saachi Jain, Kimia Hamidieh, et al. · neural information processing systems · 1

Elucidating the Design Space of LM Data Attribution

2026 · Yu, Steven, Wang, Sheng-Yu, et al. · arXiv (Cornell University)

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PoEM: Predicting RL Outcomes from Existing Policies

2026 · Hamidieh, Kimia, Daras, Giannis, et al. · arXiv (Cornell University)

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Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types

2022 · Amirreza Kazemi, Kimia Hamidieh, et al. · Research Square

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Additional file 1 of Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types

2022 · Ghareyazi, Amin, Kazemi, Amirreza, et al. · UWA Profiles and Research Repository (UWA)

Pan-Cancer Integrative Analysis of Whole-Genome De novo Somatic Point Mutations Reveals 17 Cancer Types

2021 · Amirreza Kazemi, Amin Ghareyazi, et al. · Preprints.org

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Works count: 18

Citation count: 210

H-index: 7

I10-index: 6