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02/28/2023
Metric Learning Improves the Ability of Combinatorial Coverage Metrics to Anticipate Classification Error
Machine learning models are increasingly used in practice. However, many...
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02/28/2023
Active Learning with Combinatorial Coverage
Active learning is a practical field of machine learning that automates ...
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01/21/2023
Rationalization for Explainable NLP: A Survey
Recent advances in deep learning have improved the performance of many N...
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01/28/2022
Systematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing
This paper demonstrates the systematic use of combinatorial coverage for...
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11/15/2021
A Survey on AI Assurance
Artificial Intelligence (AI) algorithms are increasingly providing decis...
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01/25/2021