Search Results for author: Martin Schirneck

Found 2 papers, 1 papers with code

Fair Correlation Clustering in Forests

no code implementations22 Feb 2023 Katrin Casel, Tobias Friedrich, Martin Schirneck, Simon Wietheger

To this end, we consider restricted graph classes which allow us to characterize the distributions of sensitive attributes for which this form of fairness is tractable from a complexity point of view.

Attribute Clustering +1

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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