Search Results for author: Harry Li

Found 2 papers, 2 papers with code

ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems

1 code implementation8 Aug 2023 Harry Li, Steven Jorgensen, John Holodnak, Allan Wollaber

ScatterUQ leverages recent advances in distance-aware neural networks, together with dimensionality reduction techniques, to construct robust, 2-D scatter plots explaining why a model predicts a test example to be (1) in-distribution and of a particular class, (2) in-distribution but unsure of the class, and (3) out-of-distribution.

Dimensionality Reduction Image Classification

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities

1 code implementation3 Apr 2023 Harry Li, Gabriel Appleby, Camelia Daniela Brumar, Remco Chang, Ashley Suh

This study presents insights from interviews with nineteen Knowledge Graph (KG) practitioners who work in both enterprise and academic settings on a wide variety of use cases.

Knowledge Graphs

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