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05/17/2023
A Scalable Method for Readable Tree Layouts
Large tree structures are ubiquitous and real-world relational datasets ...
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12/02/2021
Multicriteria Scalable Graph Drawing via Stochastic Gradient Descent, (SGD)^2
Readability criteria, such as distance or neighborhood preservation, are...
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11/02/2021
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data
Projection techniques are often used to visualize high-dimensional data,...
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10/18/2021
Comparing Deep Neural Nets with UMAP Tour
Neural networks should be interpretable to humans. In particular, there ...
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06/16/2021
Visualizing Evolving Trees
Evolving trees arise in many real-life scenarios from computer file syst...
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05/29/2021
Estimating air quality co-benefits of energy transition using machine learning
Estimating health benefits of reducing fossil fuel use from improved air...
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08/12/2020
Graph Drawing via Gradient Descent, (GD)^2
Readability criteria, such as distance or neighborhood preservation, are...
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08/27/2018