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12/26/2022
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks
We propose a fairness-aware learning framework that mitigates intersecti...
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06/08/2021
Investigating sanity checks for saliency maps with image and text classification
Saliency maps have shown to be both useful and misleading for explaining...
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10/23/2020
Investigating Saturation Effects in Integrated Gradients
Integrated Gradients has become a popular method for post-hoc model inte...
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10/05/2020
Mind the Pad – CNNs can Develop Blind Spots
We show how feature maps in convolutional networks are susceptible to sp...
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09/16/2020