Add robust behavior to any autoencoder

Converts an autoencoder into a robust one by assigning a correntropy loss to it. Notice that this will replace the previous loss function

make_robust(learner, sigma = 0.2)

Arguments

learner

The "ruta_autoencoder" object

sigma

Sigma parameter in the kernel used for correntropy

Value

An autoencoder object which contains the correntropy loss

See also

\link{autoencoder_robust}