The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications

Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan. The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications. In 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2022, Baltimore, MD, USA, June 27-30, 2022. pages 163-171, IEEE, 2022. [doi]

Abstract

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