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Thomas Decker

Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance

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Aug 24, 2024
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Provably Better Explanations with Optimized Aggregation of Feature Attributions

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Jun 07, 2024
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Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning

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Oct 19, 2023
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Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts

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Oct 17, 2023
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Towards Scenario-based Safety Validation for Autonomous Trains with Deep Generative Models

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Oct 16, 2023
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The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research

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Oct 11, 2023
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