4 Systems Perspectives into Human-Centered Machine Learning

MobiCom '19: The 25th Annual International Conference on Mobile Computing and Networking Los Cabos Mexico October, 2019, pp. 1-2, 2019.

Cited by: 0|Bibtex|Views78|DOI:https://doi.org/10.1145/3300061.3356017
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Other Links: academic.microsoft.com|dblp.uni-trier.de|dl.acm.org

Abstract:

Machine learning (ML) has had a tremendous impact in across the world over the last decade. As we think about ML solving complex tasks, sometimes at super-human levels, it is easy to forget that there is no machine learning without humans in the loop. Humans define tasks and metrics, develop and program algorithms, collect and label data,...More

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