Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks

Hongfei Du, Emre Barut, Fang Jin

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 severel…