Tahereh Dehdarirad

Postdoc

Publications

2026

Tahereh Dehdarirad, Gabriel Eilertsen, Ericka Johnson, Saghi Hajisharif (2026)

Individually fair representation learning for DINOv2 Discover Artificial Intelligence, Vol. 6, Article 515 (Article in journal)

https://dx.doi.org/10.1007/s44163-026-01490-y

2025

Tahereh Dehdarirad, Gabriel Eilertsen, Michael Felsberg (2025)

When Non-Commutativity Breeds Unfairness: A Geometric-Algebraic View of Uncertainty in VAEs EurIPS 2025 Workshop -- Unifying Perspectives on Learning Biases (Conference paper)

Tahereh Dehdarirad (2025)

Evaluating explainability in language classification models: A unified framework incorporating feature attribution methods and key factors affecting faithfulness Data and Information Management, Vol. 9, Article 100101 (Article in journal)

https://dx.doi.org/10.1016/j.dim.2025.100101

2024

Tahereh Dehdarirad, Ericka Johnson, Gabriel Eilertsen, Saghi Hajisharif (2024)

Enhancing Tabular GAN Fairness: The Impact of Intersectional Feature Selection 2024 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, p. 1146-1151 (Conference paper)

https://dx.doi.org/10.1109/ICMLA61862.2024.00176

Tahereh Dehdarirad, Ericka Johnson, Gabriel Eilertsen, Saghi Hajisharif (2024)

Enhancing Tabular GAN Fairness: The Impact of Intersectional Feature Selection (Conference paper)

News

Working together for a less biased world

In what ways does modern technology risk giving us a distorted picture of the world? Seeking answers, researchers at Tema Genus are working with colleagues in computer science.