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Identifying implementation bugs in machine learning based image classifiers using metamorphic testing.
ISSTA, (2018): 118-128
We have recently witnessed tremendous success of Machine Learning (ML) in practical applications. Computer vision, speech recognition and language translation have all seen a near human level performance. We expect, in the near future, most business applications will have some form of ML. However, testing such applications is extremely ch...More
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