Madelon Hulsebos

schoolMassachusetts Institute of Technologybar_chart#7692 Global Rank

Total Papers

HCI Rank

#7692

Research Areas

Years Active

Recent Publications

Rethinking Dataset Discovery with DataScout

Dataset Search---the process of finding appropriate datasets for a given task---remains a critical yet under-explored challenge in data science workflows. Assessing dataset suitability for a task (e.g., training a classification model) is a multi-pronged affair that involves understanding: data characteristics (e.g. g…

CHI '193rd AuthorInteractive Data Visualization +1

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository

Researchers currently rely on ad hoc datasets to train automated visualization tools and evaluate the effectiveness of visualization designs. These exemplars often lack the characteristics of real-world datasets, and their one-off nature makes it difficult to compare different techniques. In this paper, we present Viz…

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