Invariant backpropagation: how to train a transformation-invariant neural network

Sergey Demyanov, James Bailey, Ramamohanarao Kotagiri +1

In many classification problems a classifier should be robust to small variations in the input vector. This is a desired property not only for particular transformations, such as t…