Blog posts

Neural Network Kernel

5 minute read

Published: June 20, 2021

Explanation of the paper Deep Neural Networks as Gaussian Process, ICLR 2018.

4 minute read

Published: September 26, 2020

Explanation of the paper CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information, ICML 2020.

8 minute read

Published: September 23, 2020

Explanation of the paper On Variational Bounds of Mutual Information, ICML 2019.

5 minute read

Published: August 07, 2020

Explanation of the paper Representing Learning with Contrastive Predictive Coding, arXiv 2019.

9 minute read

Published: July 24, 2020

Explanation of the paper Mutual Information Neural Estimation, ICML 2018.

3 minute read

Published: July 26, 2020

Introduction of probability and expectation inequalities.