SynEva: Evaluating ML Programs by Mirror Program Synthesis

QRS, pp. 171-182, 2018.

Cited by: 5|Bibtex|Views18|Links
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Abstract:

Machine learning (ML) programs are being widely used in various human-related applications. However, their testing always remains to be a challenging problem, and one can hardly decide whether and how the existing knowledge extracted from training scenarios suit new scenarios. Existing approaches typically have restricted usages due to th...More

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