Stop Thinking, Just Do!

Sung-Soo Kim's Blog

Unsupervised Deep Learning

tagsTags

21 December 2018


Article Source


Unsupervised Deep Learning

Abstract

This tutorial Unsupervised Deep Learning will cover in detail, the approach to simply ‘predict everything’ in the data, typically with a probabilistic model, which can be seen through the lens of the Minimum Description Length principle as an effort to compress the data as compactly as possible.

Alex Graves is a research scientist at DeepMind. He did a BSc in Theoretical Physics at Edinburgh and obtained a PhD in AI under Jürgen Schmidhuber at IDSIA. He was also a postdoc at TU Munich and under Geoffrey Hinton at the University of Toronto.


comments powered by Disqus