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cs.LG2023★ 3 cited
ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems
Harry Li, Steven Jorgensen, John Holodnak +1
Recently, uncertainty-aware deep learning methods for multiclass labeling problems have been developed that provide calibrated class prediction probabilities and out-of-distributio…
cs.LG2021
On the Effectiveness of Mode Exploration in Bayesian Model Averaging for Neural Networks
John T. Holodnak, Allan B. Wollaber
Multiple techniques for producing calibrated predictive probabilities using deep neural networks in supervised learning settings have emerged that leverage approaches to ensemble d…