Tim Kraska

schoolBrown Universitybar_chart#3767 Global Rank

Total Papers

HCI Rank

#3767

Research Areas

Years Active

Recent Publications

VizML: A Machine Learning Approach to Visualization Recommendation

Visualization recommender systems aim to lower the barrier to exploring basic visualizations by automatically generating results for analysts to search and select, rather than manually specify. Here, we demonstrate a novel machine learning-based approach to visualization recommendation that learns visualization design…

CHI '195th+ 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…

CHI '18CorrespondingUncertainty Visualization +1

Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis

The goal of a visualization system is to facilitate dataset-driven insight discovery. But what if the insights are spurious? Features or patterns in visualizations can be perceived as relevant insights, even though they may arise from noise. We often compare visualizations to a mental image of what we are interested i…

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