Browsing NTNU Open by Author "Gammelsæter, Martin"

Now showing items 1-1 of 1

A Committee of One - Using Dropout for Active Learning in Deep Networks

Gammelsæter, Martin (Master thesis, 2015)

In many of the problem domains typically tackled by deep learning, data is plentiful and cheap but labeling of the data is tedious and expensive. Letting a model actively select the data instances it is uncertain about ...