@article{RudinEtAlSurvey2022,
author = {Cynthia Rudin and Chaofan Chen and Zhi Chen and Haiyang Huang and Lesia Semenova and Chudi Zhong},
title = {{Interpretable machine learning: Fundamental principles and 10 grand challenges}},
volume = {16},
journal = {Statistics Surveys},
number = {none},
publisher = {Amer. Statist. Assoc., the Bernoulli Soc., the Inst. Math. Statist., and the Statist. Soc. Canada},
pages = {1 -- 85},
keywords = {explainable machine learning, Interpretable machine learning},
year = {2022},
doi = {10.1214/21-SS133},
URL = {https://doi.org/10.1214/21-SS133}
}