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 fixNotes 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.
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