Interpretable locally adaptive nearest neighbors

JP Göpfert, H Wersing, B Hammer - Neurocomputing, 2022 - Elsevier
When training automated systems, it has been shown to be beneficial to adapt the
representation of data by learning a problem-specific metric. This metric is global. We extend …

[PDF][PDF] Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition

JP Göpfert - 2022 - scholar.archive.org
This thesis being the preliminary culmination of my academic journey, I feel it appropriate to
thank a number of people who have been a positive influence along the way. First and …