A robust autoencoder uses a special objective function, correntropy, a localized similarity measure which makes it less sensitive to noise in data.

autoencoder_robust(network, sigma)

## Arguments

network Layer construct of class "ruta_network" Sigma parameter in the kernel used for correntropy

## Value

A construct of class "ruta_autoencoder"