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cs.HC2025
Fairness Perceptions in Regression-based Predictive Models
Mukund Telukunta, Venkata Sriram Siddhardh Nadendla, Morgan Stuart +1
Regression-based predictive analytics used in modern kidney transplantation is known to inherit biases from training data. This leads to social discrimination and inefficient organ…
cs.HC2023
Towards Inclusive Fairness Evaluation via Eliciting Disagreement Feedback from Non-Expert Stakeholders
Mukund Telukunta, Venkata Sriram Siddhardh Nadendla
Traditional algorithmic fairness notions rely on label feedback, which can only be elicited from expert critics. However, in most practical applications, several non-expert stakeho…