most citedTrust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

111 citations · 111 across the 1 of their papers we have counts for

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cs.LG2020★ 111 cited

Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

Jaimie Drozdal, Justin Weisz, Dakuo Wang +6

We explore trust in a relatively new area of data science: Automated Machine Learning (AutoML). In AutoML, AI methods are used to generate and optimize machine learning models by a…