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Mahum Naseer

Scaling Model Checking for DNN Analysis via State-Space Reduction and Input Segmentation

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Jul 03, 2023
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Poster: Link between Bias, Node Sensitivity and Long-Tail Distribution in trained DNNs

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Apr 03, 2023
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UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks

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Mar 13, 2023
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Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead

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Jan 04, 2021
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FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks

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Dec 03, 2019
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