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

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

* In Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2974-2983 (2021) 

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Differentially Private Query Release Through Adaptive Projection

Sergul Aydore , William Brown , Michael Kearns , Krishnaram Kenthapadi , Luca Melis , Aaron Roth , Ankit Siva

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