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Bilal Alsallakh

Bias Mitigation Framework for Intersectional Subgroups in Neural Networks

Dec 26, 2022
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Prescriptive and Descriptive Approaches to Machine-Learning Transparency

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Apr 27, 2022
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A Tour of Visualization Techniques for Computer Vision Datasets

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Apr 19, 2022
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Investigating sanity checks for saliency maps with image and text classification

Jun 08, 2021
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Investigating Saturation Effects in Integrated Gradients

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Oct 23, 2020
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Mind the Pad -- CNNs can Develop Blind Spots

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Oct 05, 2020
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Captum: A unified and generic model interpretability library for PyTorch

Sep 16, 2020
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Visualizing Classification Structure in Deep Neural Networks

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Jul 12, 2020
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Prediction Scores as a Window into Classifier Behavior

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Nov 18, 2017
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Do Convolutional Neural Networks Learn Class Hierarchy?

Oct 17, 2017
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