Publications

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

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

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

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Ayan Majumdar (2021). On Computing Counterfactuals for Causal Fairness. Master Thesis.

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