Machine Learning, Artificial Intelligence, Neural Networks, Deep Learning.
that there is a high variance in the learnt-function. One of the ways to reduce overfitting is to actually add more noise while training Neural Nets!! Noise as a Regularizer If a Neural Net is displaying high variance, it is possibly because it is overfitting “f(x) + epsilon” of the training-set