98 citations · 194 across the 6 of their papers we have counts for
Showing 2019Show all
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cs.SE2019★ 31 cited
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development
Micah J. Smith, Carles Sala, James Max Kanter +1
As machine learning is applied more widely, data scientists often struggle to find or create end-to-end machine learning systems for specific tasks. The proliferation of libraries…
cs.LG2019★ 98 cited
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning
Qianwen Wang, Yao Ming, Zhihua Jin +5
To relieve the pain of manually selecting machine learning algorithms and tuning hyperparameters, automated machine learning (AutoML) methods have been developed to automatically s…