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Exploring the Utility of Developer Exhaust

Using machine learning to analyze data often results in developer exhaust - code, logs, or metadata that do not define the learning algorithm but are byproducts of the data analytics pipeline. We study how the rich information present in developer exhaust can be used to approximately solve otherwise...

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Podrobná bibliografie
Vydáno v:Proc Second Workshop Data Manag End End Mach Learn (2018)
Hlavní autoři: Zhang, Jian, Lam, Max, Wang, Stephanie, Varma, Paroma, Nardi, Luigi, Olukotun, Kunle, Ré, Christopher
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6534136/
https://ncbi.nlm.nih.gov/pubmed/31131381
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3209889.3209895
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