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A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead., , , , , and . IEEE Data Eng. Bull., 42 (2): 59-70 (2019)The Case for a Visual Discovery Assistant: A Holistic Solution for Accelerating Visual Data Exploration., and . IEEE Data Eng. Bull., 41 (3): 3-14 (2018)Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development., , , and . CoRR, (2020)Towards a Theory of Data-Diff: Optimal Synthesis of Succinct Data Modification Scripts., , and . CoRR, (2018)Comprehensive and Reliable Crowd Assessment Algorithms., , and . CoRR, (2014)Globally Optimal Crowdsourcing Quality Management: Full technical report., , and . CoRR, (2015)The Sky Above The Clouds., , , , , , , , , and 7 other author(s). CoRR, (2022)Optimal Crowd-Powered Rating and Filtering Algorithms., , , , , and . Proc. VLDB Endow., 7 (9): 685-696 (2014)SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics., , , , and . Proc. VLDB Endow., 8 (13): 2182-2193 (2015)Towards Scalable Dataframe Systems., , , , , , , , , and . Proc. VLDB Endow., 13 (11): 2033-2046 (2020)