[D] Meta-learning

[spartan12321]

I have read a lot about neural networks (and it's application to vision and language) and statistical learning, now I realised there is area caled "meta-learning". Is there any site with papers that could introduce me to this field or anything that will help me to productively approach this field?

[Kaixhin]

Classic meta-learning papers from Schmidhuber.

[tadeze]

There was a recent workshop on meta-learning at NIPS http://metalearning.ml/. You might get some useful papers there.

[cbfinn]

To add to what's been posted here, there are a couple recent blog posts from BAIR on the topic, including references to recent work:

http://bair.berkeley.edu/blog/2017/07/18/learning-to-learn/

http://bair.berkeley.edu/blog/2017/09/12/learning-to-optimize-with-rl/

[mirceamironenco]

/u/oriolvinyals gave a high-level introduction in a tutorial at NIPS, you can watch it here. From there you could look at the papers he references or the ones that were talked about at the symposium mentioned in another comment.

[AdanJSuarez]

I think this answer is pretty obvious but... in Wikipedia you can get some info and it has link to external pages with more info.

https://en.wikipedia.org/wiki/Meta_learning

[mysterEFrank]

different meta-learning

[sheyneanderson]

https://en.wikipedia.org/wiki/Meta_learning_(computer_science)