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

Sigma parameter in the kernel used for correntropy

Value

A construct of class "ruta_autoencoder"