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Active learning literature

This page is here to collect summaries of papers that focus on active learning. The idea is to share knowledge on recent developments in active learning.

If you've read a paper recently, write a little summary in markdown, put it in the folder docs/research/literature and make a pull request. You can even do all of that right in the Github web UI!

The theory behind Bayesian active learning

In this document, we keep a list of the papers to get you started in Bayesian deep learning and Bayesian active learning.

We hope to include a summary for each of then in the future, but for now we have this list with some notes.

How to estimate uncertainty in Deep Learning networks

Bayesian active learning

Bayesian active learning on NLP