Deborah Dormah Kanubala

According to our database, Deborah Dormah Kanubala authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

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

A Justice Lens on Fairness and Ethics Courses in Computing Education: LLM-Assisted Multi-Perspective and Thematic Evaluation.

Kenya S. Andrews, Deborah Dormah Kanubala, Kehinde D. Aruleba, Francisco Enrique Vicente Castro, Renata A. Revelo

CoRR, October, 2025

Measuring Fairness in Financial Transaction Machine Learning Models.

Deniz Sezin Ayvaz, Lorenzo Belenguer, Hankun He, Deborah Dormah Kanubala, Mingxu Li, Soung Low, Carlos Mougan, Faithful Chiagoziem Onwuegbuche, Yulu Pi, Natalia Sikora, Dan Tran, Shresth Verma, Hanzhi Wang, Skyler Xie, Adeline Pelletier

CoRR, January, 2025

Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches.

Israel Abebe Azime, Deborah Dormah Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Fairness Beyond Binary Decisions: a Case Study on German Credit.

Deborah Dormah Kanubala, Isabel Valera, Kavya Gupta

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024