Improving Out-of-Distribution Detection with Markov Logic Networks

Konstantin Kirchheim; Frank Ortmeier

2025 ICML ICML 2025

Improving Out-of-Distribution Detection with Markov Logic Networks

Abstract

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Authors

Konstantin Kirchheim, Frank Ortmeier

Topics

Artificial Intelligence > Core AI > Interpretability Artificial Intelligence > Bayesian & Probabilistic > Probabilistic Modeling Machine Learning > Application Areas > Domain Adaptation

Keywords

explainability probabilistic reasoning markov logic network ood detection logical constraint human-understandable concept

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