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cs.SE2024
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
Lam Nguyen Tung, Steven Cho, Xiaoning Du +4
Machine learning (ML) for text classification has been widely used in various domains. These applications can significantly impact ethics, economics, and human behavior, raising se…
cs.LG2024
Automated Trustworthiness Testing for Machine Learning Classifiers
Steven Cho, Seaton Cousins-Baxter, Stefano Ruberto +1
Machine Learning (ML) has become an integral part of our society, commonly used in critical domains such as finance, healthcare, and transportation. Therefore, it is crucial to eva…