What kinds of contracts do ML APIs need?

Recent work has shown that Machine Learning (ML) programs are error-prone and called for contracts for ML code. Contracts, as in the design by contract methodology, help document APIs and aid API users in writing correct code. The question is: what kinds of contracts would provide the most help to A...

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Veröffentlicht in:	Empirical software engineering : an international journal 2023-11, Vol.28 (6), p.142, Article 142
Hauptverfasser:	Khairunnesa, Samantha Syeda, Ahmed, Shibbir, Imtiaz, Sayem Mohammad, Rajan, Hridesh, Leavens, Gary T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Application programming interface Compilers Computer Science Contracts Interpreters Libraries Machine learning Programming Languages Questions Software engineering Software Engineering/Programming and Operating Systems Specifications Violations
Online-Zugang:	Volltext
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