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cs.HC2021★ 1 cited
Fits and Starts: Enterprise Use of AutoML and the Role of Humans in the Loop
Anamaria Crisan, Brittany Fiore-Gartland
AutoML systems can speed up routine data science work and make machine learning available to those without expertise in statistics and computer science. These systems have gained t…
cs.HC2021
User Ex Machina : Simulation as a Design Probe in Human-in-the-Loop Text Analytics
Anamaria Crisan, Michael Correll
Topic models are widely used analysis techniques for clustering documents and surfacing thematic elements of text corpora. These models remain challenging to optimize and often req…