Ioannis Patras

Uncertainty Propagation in Convolutional Neural Networks: Technical\n Report

2021 · arXiv (Cornell University)

In this technical report we study the problem of propagation of uncertainty\n(in terms of variances of given uni-variate normal random variables) through\ntypical building blocks of a Convolutional Neural Network (CNN). These include\nlayers that perform linear …