Search Results for author: Serena Hacker

Found 1 papers, 1 papers with code

Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks

1 code implementation7 Nov 2023 Ahmad Rashid, Serena Hacker, Guojun Zhang, Agustinus Kristiadi, Pascal Poupart

For instance, ReLU networks - a popular class of neural network architectures - have been shown to almost always yield high confidence predictions when the test data are far away from the training set, even when they are trained with OOD data.

Cannot find the paper you are looking for? You can Submit a new open access paper.