31 citations · 41 across the 3 of their papers we have counts for
Showing cs.HCShow all
2 papers · 1 filter
cs.HC2020★ 31 cited
Evaluating Saliency Map Explanations for Convolutional Neural Networks: A User Study
Ahmed Alqaraawi, Martin Schuessler, Philipp Weiß +2
Convolutional neural networks (CNNs) offer great machine learning performance over a range of applications, but their operation is hard to interpret, even for experts. Various expl…
cs.HC2019★ 5 cited
Minimalistic Explanations: Capturing the Essence of Decisions
Martin Schuessler, Philipp Weiß
The use of complex machine learning models can make systems opaque to users. Machine learning research proposes the use of post-hoc explanations. However, it is unclear if they giv…