2.8k citations · 13.3k across the 90 of their papers we have counts for
Showing 2019 · cs.AIShow all
2 papers · 2 filters
cs.AI2019★ 576 cited
Towards Explainable Artificial Intelligence
Wojciech Samek, Klaus-Robert Müller
In recent years, machine learning (ML) has become a key enabling technology for the sciences and industry. Especially through improvements in methodology, the availability of large…
cs.AI2019★ 1k cited
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn
Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder +3
Current learning machines have successfully solved hard application problems, reaching high accuracy and displaying seemingly "intelligent" behavior. Here we apply recent technique…