|A unified approach to quantifying algorithmic unfairness: Measuring individual &group unfairness via inequality indices|
T Speicher, H Heidari, N Grgic-Hlaca, KP Gummadi, A Singla, A Weller, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
|Potential for discrimination in online targeted advertising|
T Speicher, M Ali, G Venkatadri, FN Ribeiro, G Arvanitakis, F Benevenuto, ...
Conference on Fairness, Accountability and Transparency, 5-19, 2018
|A generalized language model as the combination of skipped n-grams and modified Kneser-Ney smoothing|
R Pickhardt, T Gottron, M Körner, PG Wagner, T Speicher, S Staab
arXiv preprint arXiv:1404.3377, 2014
|Reliable learning by subsuming a trusted model: Safe exploration of the space of complex models|
T Speicher, MB Zafar, KP Gummadi, A Singla, A Weller
Proc. Int. Conf. Mach. Learn. Workshop (ICML), 1-5, 2017
|Unifying Model Explainability and Robustness via Machine-Checkable Concepts|
V Nanda, T Speicher, JP Dickerson, KP Gummadi, MB Zafar
arXiv preprint arXiv:2007.00251, 2020