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Fang Jin

2 accepted papers

2021

Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks

AAAI 2021technical

Despite the popularity of Convolutional Neural Networks (CNN), the problem of uncertainty quantification (UQ) of CNN has been largely overlooked. Lack of efficient UQ tools severely limits the application of CNN in certain areas, such as medicine, where prediction uncertainty is critically important…

Cited by 14SourcePDFScholar