Understanding new tasks through the lens of training data via exponential tiltingSubha MaityMikhail Yurochkinet al.2023ICLR 2023
Does enforcing fairness mitigate biases caused by subpopulation shift?Subha MaityDebarghya Mukherjeeet al.2021NeurIPS 2021
Weak Supervision Performance Evaluation via Partial IdentificationFelipe Maia PoloSubha Maityet al.2024NeurIPS 2024
An Investigation of Representation and Allocation Harms in Contrastive LearningSubha MaityMayank Agarwalet al.2024ICLR 2024
Estimating Fréchet bounds for validating programmatic weak supervisionFelipe Maia PoloMikhail Yurochkinet al.2023NeurIPS 2023
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population SubgroupsBc KwonUri Kartounet al.2022VIS 2022