Browsing Tetherless World Publications by Author "Dass, Gaurav"
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Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems
Drozdal, Jaimie; Weisz, Justin; Wang, Dakuo; Dass, Gaurav; Yao, Bingsheng; Zhao, Changruo; Muller, Michael; Ju, Lin; Su, Hui (ACM, 2020-03-17)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 automatically engineering features, selecting ...