KH
Kimia Hamidieh
cs.LGcs.AIcs.CVcs.CYcs.CLstat.MLBiomarker discoveryCancer subtypingcs.PFDriver genes
On Valency
published · living versionsW_wjvdyh8g·v1 · currentpublished
Elucidating the Design Space of LM Data Attribution
with Steven Yu, Sheng-Yu Wang, Antonio Torralba, David Bau
1 version
Preprints & journals
13 papers in the corpus · 2022–2026PoEM: Predicting RL Outcomes from Existing Policies2609.30226v1 · Kimia Hamidieh, Giannis Daras, Antonio Torralba2026 · 0 citationsarXiv
MatrAIx: Simulating the World with 8.3 Billion Persona Agents2608.04205v1 · Xiaomin Li, Yuexing Hao, Jianheng Hou et al.2026 · 2 citationsarXiv
Bridging Compute- and Data-Optimal Pretraining2607.25271v1 · Tian Qin, Kimia Hamidieh, David Alvarez-Melis2026 · 0 citationsarXiv
Domain-Aware Scaling Laws Uncover Data Synergy2607.11052v1 · Kimia Hamidieh, Lester Mackey, David Alvarez-Melis2026 · 0 citationsarXiv
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification2604.17112v1 · Kimia Hamidieh, Veronika Thost, Walter Gerych et al.2026 · 0 citationsarXiv
BendVLM: Test-Time Debiasing of Vision-Language Embeddings2411.04420v1 · Walter Gerych, Haoran Zhang, Kimia Hamidieh et al.2024 · 5 citationsarXiv
Identifying Implicit Social Biases in Vision-Language Models2411.00997v1 · Kimia Hamidieh, Haoran Zhang, Walter Gerych et al.2024 · 23 citationsarXiv
Data Debiasing with Datamodels (D3M): Improving Subgroup Robustness via Data Selection2406.16846v1 · Saachi Jain, Kimia Hamidieh, Kristian Georgiev et al.2024 · 1 citationarXiv
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation2406.18562v1 · Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan et al.2024 · 0 citationsarXiv
Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types.35879674 · Ghareyazi, Amin, Kazemi, Amirreza, Hamidieh, Kimia et al.2022 · 4 citationsBMC bioinformatics. 2022;23(1):298
Selective Prediction via Training Dynamics2205.13532v4 · Stephan Rabanser, Anvith Thudi, Kimia Hamidieh et al.2022 · 2 citationsarXiv
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations2205.03295v2 · Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh et al.2022 · 69 citationsarXiv
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning2203.12748v1 · Natalie Dullerud, Karsten Roth, Kimia Hamidieh et al.2022 · 7 citationsarXiv
Career total: 17 works. 13 are in this corpus.
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