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Presentation
Researching explainable artificial intelligence (XAI)
Publications
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2023 | Conference paper
Exploring Out-of-Distribution in Image Classification for Neural Networks Via Concepts
Lars Holmberg
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2023 | Doctoral thesis, comprehensive summary
Neural networks in context: challenges and opportunities: a critical inquiry into prerequisites for user trust in decisions promoted by neural networks
Lars Holmberg
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2023 | Conference paper
"When can i trust it?": contextualising explainability methods for classifiers
Lars Holmberg
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2022 | Conference paper
More Sanity Checks for Saliency Maps
Lars Holmberg, Carl Johan Helgstrand, Niklas Hultin
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2021 | Conference paper
The Role of Explanations in Human-Machine Learning
Lars Holmberg, Stefan Generalao, Adam Hermansson