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)
learner | The |
---|---|
sigma | Sigma parameter in the kernel used for correntropy |
An autoencoder object which contains the correntropy loss