Search Results for author: Lukas Pirch

Found 3 papers, 3 papers with code

Manipulating Feature Visualizations with Gradient Slingshots

1 code implementation11 Jan 2024 Dilyara Bareeva, Marina M. -C. Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Kirill Bykov

Deep Neural Networks (DNNs) are capable of learning complex and versatile representations, however, the semantic nature of the learned concepts remains unknown.

Decision Making

Machine Unlearning of Features and Labels

1 code implementation26 Aug 2021 Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck

In this paper, we propose the first method for unlearning features and labels.

Machine Unlearning

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