Exploring Alignment of Representations with Human Perception. - Vedant Nanda; Ayan Majumdar; Camila Kolling; John P. Dickerson; Krishna P. Gummadi; Bradley C. Love; Adrian Weller (CoRR, 2021)

Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making. - Miriam Rateike; Ayan Majumdar; Olga Mineeva; Krishna P. Gummadi; Isabel Valera (FAccT, 2022)

Do Invariances in Deep Neural Networks Align with Human Perception? - Vedant Nanda; Ayan Majumdar; Camila Kolling; John P. Dickerson; Krishna P. Gummadi; Bradley C. Love; Adrian Weller (AAAI, 2023)

CARMA: A practical framework to generate recommendations for causal algorithmic recourse at scale. - Ayan Majumdar; Isabel Valera (FAccT, 2024)

A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination. - Ayan Majumdar; Deborah Dormah Kanubala; Kavya Gupta; Isabel Valera (CoRR, 2025)