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

M. Hardt, X. Chen, X. Cheng, M. Donini, J. Gelman, S. Gollaprolu, J. He, P. Larroy, X. Liu, N. McCarthy, A. Rathi, S. Rees, A. Siva, E. Tsai, K. Vasist, P. Yilmaz, M. Zafar, S. Das, K. Haas, T. Hill, and K. Kenthapadi. KDD, page 2974-2983. ACM, (2021)

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Multiaccurate Proxies for Downstream Fairness.E. Diana, W. Gill, M. Kearns, K. Kenthapadi, A. Roth, and S. Sharifi-Malvajerdi. FAccT, page 1207-1239. ACM, (2022)Designing Closed-Loop Models for Task Allocation.V. Keswani, L. Celis, K. Kenthapadi, and M. Lease. HHAI, volume 368 of Frontiers in Artificial Intelligence and Applications, page 17-32. IOS Press, (2023)Our Data, Ourselves: Privacy Via Distributed Noise Generation.C. Dwork, K. Kenthapadi, F. McSherry, I. Mironov, and M. Naor. EUROCRYPT, volume 4004 of Lecture Notes in Computer Science, page 486-503. Springer, (2006)Models and algorithms for data privacy.K. Kenthapadi. Stanford University, USA, (2006)Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models.D. Nigenda, Z. Karnin, M. Zafar, R. Ramesha, A. Tan, M. Donini, and K. Kenthapadi. KDD, page 3671-3681. ACM, (2022)Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary.K. Kenthapadi, S. Ambler, L. Zhang, and D. Agarwal. CIKM, page 447-455. ACM, (2017)Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.S. Bird, B. Hutchinson, K. Kenthapadi, E. Kiciman, and M. Mitchell. KDD, page 3205-3206. ACM, (2019)Tutorials at The Web Conference 2023.V. Fionda, O. Hartig, R. Abdolazimi, S. Amer-Yahia, H. Chen, X. Chen, P. Cui, J. Dalton, X. Dong, L. Espín-Noboa and 86 other author(s). WWW (Companion Volume), page 648-658. ACM, (2023)Similarity Search using Concept Graphs.R. Agrawal, S. Gollapudi, A. Kannan, and K. Kenthapadi. CIKM, page 719-728. ACM, (2014)PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn.K. Kenthapadi, and T. Tran. CIKM, page 2183-2191. ACM, (2018)

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Disambiguation of "Kenthapadi, Krishnaram"

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

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Disambiguation of "Kenthapadi, Krishnaram"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud.

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