Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud.

Nick McCarthy Michaela Hardt Xiaoguang Chen Xiaoyi Cheng Michele Donini Jason Gelman Satish Gollaprolu John He Pedro Larroy Xinyu Liu Nick McCarthy Ashish Rathi Scott Rees Amaresh Ankit Siva ErhYuan Tsai Keerthan Vasist Pinar Yilmaz Muhammad Bilal Zafar Sanjiv Das Kevin Haas Tyler Hill Krishnaram Kenthapadi Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. 2974-2983 2021 KDD https://doi.org/10.1145/3447548.3467177 conf/kdd/2021 db/conf/kdd/kdd2021.html#HardtCCDGGHLLMR21

Michaela Hardt Xiaoguang Chen Xiaoyi Cheng Michele Donini Jason Gelman Satish Gollaprolu John He Pedro Larroy Xinyu Liu Nick McCarthy Ashish Rathi Scott Rees Amaresh Ankit Siva ErhYuan Tsai Keerthan Vasist Pinar Yilmaz Muhammad Bilal Zafar Sanjiv Das Kevin Haas Tyler Hill Krishnaram Kenthapadi Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. 2021 abs/2109.03285 CoRR https://arxiv.org/abs/2109.03285 db/journals/corr/corr2109.html#abs-2109-03285

Xiaoguang Chen Xiaoyi Cheng Sanjiv Das Michele Donini Jason Gelman Satish Gollaprolu Kevin Haas Michaela Hardt John He Tyler Hill Krishnaram Kenthapadi Pedro Larroy Xinyu Liu Ashish Rathi Scott Rees Amaresh Ankit Siva ErhYuan Tsai Keerthan Vasist Pinar Yilmaz Muhammad Bilal Zafar