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05/11/2022
Visualization Guidelines for Model Performance Communication Between Data Scientists and Subject Matter Experts
Presenting the complexities of a model's performance is a communication ...
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05/11/2022
Inferential Tasks as an Evaluation Technique for Visualization
Designing suitable tasks for visualization evaluation remains challengin...
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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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09/07/2020
CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs
Most visual analytics systems assume that all foraging for data happens ...
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07/30/2019
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures
Deep learning models require the configuration of many layers and parame...
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07/29/2019
RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks
We present RNNbow, an interactive tool for visualizing the gradient flow...
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09/27/2018
Visual Analytics for Automated Model Discovery
A recent advancement in the machine learning community is the developmen...
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08/27/2018