Modelling Uncertainty in Neural Networks.
This was our final project for Simon Lacoste-Julien’s class Probabilistic Graphical Models during Fall 2021.
In this project we provide our own implementation of an approach towards modeling uncertainty in neural networks as proposed in the paper Weight Uncertainty in Neural Networks.
You can take a look at our project poster here for a quick summary of our results. It’s available in both landscape (scroll down) and portrait PDF format.
Portrait: (Direct Link Here)
Landscape: (Direct Link Here)
And you can check out the code here.
And a report coming soon! Stay tuned :P