Semi-Supervised Learning

[kayuksel]

Hello!

Is it possible to perform Active-Learning with a combination of SSL methods such as Virtual Adversarial Training (VAT), Entropy Minimization (EntMin), etc?

I believe that this would be the major benefit of using DL for active learning. Otherwise, one can use an easier model to train & tune after each iteration.

Do you also think Extreme Learning Machine could be useful as a one-shot learning method to speed up the active-learning iterations with your library?