Search Results for author: Felix Mujkanovic

Found 2 papers, 1 papers with code

Are Defenses for Graph Neural Networks Robust?

no code implementations31 Jan 2023 Felix Mujkanovic, Simon Geisler, Stephan Günnemann, Aleksandar Bojchevski

A cursory reading of the literature suggests that we have made a lot of progress in designing effective adversarial defenses for Graph Neural Networks (GNNs).

timeXplain -- A Framework for Explaining the Predictions of Time Series Classifiers

1 code implementation15 Jul 2020 Felix Mujkanovic, Vanja Doskoč, Martin Schirneck, Patrick Schäfer, Tobias Friedrich

Modern time series classifiers display impressive predictive capabilities, yet their decision-making processes mostly remain black boxes to the user.

Decision Making Explainable artificial intelligence +5

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