Blog
- Steps Towards Understanding Deep Learning: The Information Bottleneck Connection (Part 1) - blog
- On the information bottleneck theory of deep learning - Adrian Colyer (2017) - blog
Discussions
- What is the status of the "Information Bottleneck Theory of Deep Learning"? - reddit
- On the information bottleneck theory of deep learning - reddit
Papers
- The HSIC Bottleneck: Deep Learning without Back-Propagation - Kurt Ma et al (2019) - [arxiv] | paper | code
- Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle - Amjad & Geiger (2019) - arxiv | paper