New way of sampling labels
Right now the top-k windows are sampled for labeling. This usually doesn't help too much, as all these windows will probably be nearly identical and will all be labeled correctly. It would be better to sample windows which are not entirely accurate, because the algorithm could then know if it should steer into that other direction or avoid it.