Faire: Repairing fairness of neural networks via neuron condition synthesis
Deep Neural Networks (DNNs) have achieved tremendous success in many applications, while it has been demonstrated that DNNs can exhibit some undesirable behaviors on concerns such as robustness, privacy, and other trustworthiness issues. Among them, fairness (i.e., non-discrimination) is one importa...
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Main Authors: | , , , , , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/sis_research/8475 https://ink.library.smu.edu.sg/context/sis_research/article/9478/viewcontent/Faire__Repairing_Fairness_of_Neural_Networks_via_Neuron_Condition_Synthesis.pdf |
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Institution: | Singapore Management University |
Language: | English |
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