Blog posts

Preparation on Dirichlet - ICML 2021

12 minute read

Published: November 26, 2020

Table of contents

1. Context
2. Contributions
3. Thought experiment with Gaussian distributions
4. Experiments

A Survey on Dirichlet Neural Networks

38 minute read

Published: November 12, 2020

In the past few years, a variety of Dirichlet-based methods for classification have emerged in the machine learning community. Before going into a detailed review of these approaches, we introduce the Dirichlet-multinomial model, a classic problem in machine learning which will help to better understand the intution behind the method.

Decomposition of KL_Pred

5 minute read

Published: October 26, 2020

Notations