Ayan Majumdar

According to our database, Ayan Majumdar authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse.

Ayan Majumdar, Lena Marie Budde, Richard Uth, Markus Langer, Isabel Valera

Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, 2026

A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination.

Ayan Majumdar, Deborah Dormah Kanubala, Kavya Gupta, Isabel Valera

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Evaluating LLMs for Demographic-Targeted Social Bias Detection: A Comprehensive Benchmark Study.

Ayan Majumdar, Feihao Chen, Jinghui Li, Xiaozhen Wang

CoRR, October, 2025

2024

CARMA: A practical framework to generate recommendations for causal algorithmic recourse at scale.

Ayan Majumdar, Isabel Valera

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

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

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

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