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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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Bibliografiske detaljer
Udgivet i:Proc Second Workshop Data Manag End End Mach Learn (2018)
Main Authors: Zhang, Jian, Lam, Max, Wang, Stephanie, Varma, Paroma, Nardi, Luigi, Olukotun, Kunle, Ré, Christopher
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang: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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