2 papers
cs.LG2021
Explainability Requires Interactivity
Matthias Kirchler, Martin Graf, Marius Kloft +1
When explaining the decisions of deep neural networks, simple stories are tempting but dangerous. Especially in computer vision, the most popular explanation approaches give a fals…
stat.ML2019
Two-sample Testing Using Deep Learning
Matthias Kirchler, Shahryar Khorasani, Marius Kloft +1
We propose a two-sample testing procedure based on learned deep neural network representations. To this end, we define two test statistics that perform an asymptotic location test…