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06/10/2022
Diffeomorphic Counterfactuals with Generative Models
Counterfactuals can explain classification decisions of neural networks ...
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01/07/2022
Automated Dissipation Control for Turbulence Simulation with Shell Models
The application of machine learning (ML) techniques, especially neural n...
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12/18/2020
Towards Robust Explanations for Deep Neural Networks
Explanation methods shed light on the decision process of black-box clas...
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07/20/2020
Fairwashing Explanations with Off-Manifold Detergent
Explanation methods promise to make black-box classifiers more transpare...
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06/19/2019
Explanations can be manipulated and geometry is to blame
Explanation methods aim to make neural networks more trustworthy and int...
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08/01/2017
