Dealing with Overconfidence in Neural Networks: Bayesian Approach

I trained a classifier on images of animals and gave it an image of myself, it's 98% confident I'm a dog. This is an exploration of a possible Bayesian fix

Notes on the Beta and Dirichlet Distributions

Some notes on the Beta and Dirichlet distributions including their relationship and uses.

Detecting Changes in COVID-19 Cases with Bayesian Models

Bayesian change point model to estimate the date that flattening of new COVID-19 cases started in different countries.

Ordinary VS Bayesian Linear Regression

Walkthrough of the intuition behind Bayesian regression and a comparison with ordinary linear regression using a practical example and Python.