pp list 1 - arcturus9/useful-link GitHub Wiki

A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay
https://arxiv.org/pdf/1803.09820v1.pdf

World Models
https://arxiv.org/pdf/1803.10122v3.pdf

A high-bias, low-variance introduction to Machine Learning for physicists
https://arxiv.org/pdf/1803.08823v1.pdf

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