119 citations · 189 across the 10 of their papers we have counts for
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cs.LG2023★ 3 cited
Artificial Neural Nets and the Representation of Human Concepts
Timo Freiesleben
What do artificial neural networks (ANNs) learn? The machine learning (ML) community shares the narrative that ANNs must develop abstract human concepts to perform complex tasks. S…
cs.AI2023★ 3 cited
Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research
Timo Freiesleben, Gunnar König
Despite progress in the field, significant parts of current XAI research are still not on solid conceptual, ethical, or methodological grounds. Unfortunately, these unfounded parts…