Kimia Hamidieh

15 papers A* 4Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Selective Prediction via Training Dynamics. Trans. Mach. Learn. Res. Stephan Rabanser, Anvith Thudi, Kimia Hamidieh, Adam Dziedzic, Israfil Bahceci, Akram Bin Sediq, Hamza Umit Sokun, Nicolas Papernot
2024	A*	`conf`	BendVLM: Test-Time Debiasing of Vision-Language Embeddings. NeurIPS Walter Gerych, Haoran Zhang, Kimia Hamidieh, Eileen Pan, Maanas K. Sharma, Tom Hartvigsen, Marzyeh Ghassemi
2024	J	`jnl`	BendVLM: Test-Time Debiasing of Vision-Language Embeddings. CoRR Walter Gerych, Haoran Zhang, Kimia Hamidieh, Eileen Pan, Maanas K. Sharma, Thomas Hartvigsen, Marzyeh Ghassemi
2024	J	`jnl`	Data Debiasing with Datamodels (D3M): Improving Subgroup Robustness via Data Selection. CoRR Saachi Jain, Kimia Hamidieh, Kristian Georgiev, Andrew Ilyas, Marzyeh Ghassemi, Aleksander Madry
2024	—	`conf`	Identifying Implicit Social Biases in Vision-Language Models. AIES (1) Kimia Hamidieh, Haoran Zhang, Walter Gerych, Thomas Hartvigsen, Marzyeh Ghassemi
2024	J	`jnl`	Identifying Implicit Social Biases in Vision-Language Models. CoRR Kimia Hamidieh, Haoran Zhang, Walter Gerych, Thomas Hartvigsen, Marzyeh Ghassemi
2024	A*	`conf`	Improving Subgroup Robustness via Data Selection. NeurIPS Saachi Jain, Kimia Hamidieh, Kristian Georgiev, Andrew Ilyas, Marzyeh Ghassemi, Aleksander Madry
2024	A*	`conf`	Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. ICLR Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
2024	J	`jnl`	Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation. CoRR Kimia Hamidieh, Haoran Zhang, Swami Sankaranarayanan, Marzyeh Ghassemi
2022	A*	`conf`	Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning. ICLR Natalie Dullerud, Karsten Roth, Kimia Hamidieh, Nicolas Papernot, Marzyeh Ghassemi
2022	J	`jnl`	Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning. CoRR Natalie Dullerud, Karsten Roth, Kimia Hamidieh, Nicolas Papernot, Marzyeh Ghassemi
2022	J	`jnl`	Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types. BMC Bioinform. Amin Ghareyazi, Amirreza Kazemi, Kimia Hamidieh, Hamed Dashti, Maedeh-sadat Tahaei, Hamid R. Rabiee, Hamid Alinejad-Rokny, Iman Dehzangi
2022	J	`jnl`	Selective Classification Via Neural Network Training Dynamics. CoRR Stephan Rabanser, Anvith Thudi, Kimia Hamidieh, Adam Dziedzic, Nicolas Papernot
2022	—	`conf`	The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. FAccT Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi
2022	J	`jnl`	The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. CoRR Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi