15 citations · 29 across the 6 of their papers we have counts for
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cs.LG2023★ 2 cited
Counterfactual Explanations of Neural Network-Generated Response Curves
Giorgio Morales, John Sheppard
Response curves exhibit the magnitude of the response of a sensitive system to a varying stimulus. However, response of such systems may be sensitive to multiple stimuli (i.e., inp…
cs.LG2022★ 8 cited
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation
Giorgio Morales, John W. Sheppard
Accurate uncertainty quantification is necessary to enhance the reliability of deep learning models in real-world applications. In the case of regression tasks, prediction interval…