Dealing with Overconfidence in Neural Networks: Bayesian ApproachI 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 DistributionsSome notes on the Beta and Dirichlet distributions including their relationship and uses.
Detecting Changes in COVID-19 Cases with Bayesian ModelsBayesian change point model to estimate the date that flattening of new COVID-19 cases started in different countries.
Ordinary VS Bayesian Linear RegressionWalkthrough of the intuition behind Bayesian regression and a comparison with ordinary linear regression using a practical example and Python.