Why Does Deep Learning Work ? If we could get a better handle on this, we could solve some very hard problems in Deep Learning. A

Why Does Deep Learning Work ? If we could get a better handle on this, we could solve some very hard problems in Deep Learning. A
Why Deep Learning Works: Self Regularization in DNNs An early talk describing details in this paper Implicit Self-Regularization in Deep Neural Networks: Evidence from Random
Rethinking Generalization: the Google paper Last year, ICLR 2017, a very interesting paper came out of Google claiming that Understanding Deep Learning Requires Rethinking Generalization
Please enjoy my video presentation on Geoff Hinton’s Capsule Networks. What they are, why they are important, and how they are implemented (in Keras) …
My Labor Day Holiday Blog: for those on email, I will add updates, answer questions, and make corrections over the next couple weeks. Thanks for
Hinton introduced Free Energies in his 1994 paper, Autoencoders, minimum description length, and Helmholtz Free Energy This paper, along with his wake-sleep algorithm, set the foundations