Dropout Prediction Uncertainty Estimation Using Neuron Activation Strength

Haichao Yu, Zhe Chen, Dong Lin +2

Dropout has been commonly used to quantify prediction uncertainty, i.e, the variations of model predictions on a given input example. However, using dropout in practice can be expe…