2023
Vacant holes for unsupervised detection of the outliers in compact latent representation
UAI 2023poster
Detection of the outliers is pivotal for any machine learning model deployed and operated in real-world. It is essential for the Deep Neural Networks that were shown to be overconfident with such inputs. Moreover, even deep generative models that allow estimation of the probability density of the in…