www-ai.cs.tu-dortmund.de/LEHRE/SEMINARE/SS22/TrustworthyAIMachineLearning/index.html
TU Dortmund -- Computer Science VIII
interpretability. Computer Science Review , 37 , 100270. https://arxiv.org/pdf/1812.08342.pdf Section 1-6.
Croce, F., Andriushchenko, M., Sehwag, V., Debenedetti, E., Flammarion, N., Chiang, M., ... Hein, M [...] & Galstyan, A. (2021). A Survey on Bias and Fairness in Machine Learning. ACM Comput. Surv. , 54 (6). http://doi.org/10.1145/3457607
Bender, E. M., & Mcmillan-major, A. (2021). On the Dangers of Stochastic [...] Systems (NeurIPS 2019) . Retrieved from https://proceedings.neurips.cc/paper/2019/file/7503cfacd12053d309b6bed5c89de212-Paper.pdf
Fairness und Bias
Singh, A., & Joachims, T. (2018). Fairness of exposure in rankings …