Monday 26th of June 2023, 13:30-14:30 in HG02.052
Laurens Sluijterman
How to trust a neural network?
In the thrilling world of artificial intelligence, nothing has been quite as transformative as the
rise of neural networks. This talk, ‘How to trust a neural network?', journeys into the heart of these
digital marvels. We start by laying the groundwork with the basics of neural networks, breaking down
their complex mechanisms into digestible nuggets. Armed with this understanding, we then step onto the
exciting terrain of uncertainty estimation. Here, we'll explore an array of techniques used to measure
model uncertainty, providing you with a holistic understanding of how to trust these AI powerhouses.
The highlight? We'll unpack our new method that uses a likelihood ratio approach.
This abstract was written by GPT4.