Ayan Majumdar

PhD student, MPI-SWS

Joined

September 2021

Names

Ayan Majumdar (Preferred)

Emails

****@mpi-sws.org (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

MPI-SWS (mpi-sws.org)

2021 – Present

MS student

Saarland University (uni-saarland.de)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Krishna Gunmadi

2021 – Present

PhD Advisor

2021 – Present

Expertise

Deep Learning

Present

Explainability

Present

Fairness

Present

Publications

A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
Ayan Majumdar, Deborah Dormah Kanubala, Kavya Gupta, Isabel Valera
- CoRR 2025
- Readers: Everyone
CARMA: A practical framework to generate recommendations for causal algorithmic recourse at scale
Ayan Majumdar, Isabel Valera
- FAccT 2024
- Readers: Everyone
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
- Readers: Everyone
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
- 2022 (modified: 28 Dec 2022)
- FAccT 2022
- Readers: Everyone
Exploring Alignment of Representations with Human Perception
Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller
- 2021 (modified: 28 Dec 2022)
- CoRR 2021
- Readers: Everyone

Co-Authors