pp info theoritical - arcturus9/useful-link GitHub Wiki

Information Theoretic Interpretation of Deep learning (2018)
https://arxiv.org/pdf/1803.07980v2.pdf
--> from "On the information bottleneck theory of deep learning" (2018)
https://openreview.net/pdf?id=ry_WPG-A-
--> from "Opening the black box of deep neural networks via information" (2017)
https://arxiv.org/pdf/1703.00810.pdf
--> Deep Learning and the Information Bottleneck Principle (2015)
https://arxiv.org/pdf/1503.02406.pdf
--> An exact mapping between the Variational Renormalization Group and Deep Learning (2014)
https://arxiv.org/pdf/1410.3831.pdf