most citedFairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons

4 citations · 4 across the 1 of their papers we have counts for

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cs.LG2023

CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement

Xuanqi Gao, Juan Zhai, Shiqing Ma +3

Due to the model aging problem, Deep Neural Networks (DNNs) need updates to adjust them to new data distributions. The common practice leverages incremental learning (IL), e.g., Cl…

cs.LG2022★ 4 cited

FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons

Xuanqi Gao, Juan Zhai, Shiqing Ma +3

With Deep Neural Network (DNN) being integrated into a growing number of critical systems with far-reaching impacts on society, there are increasing concerns on their ethical perfo…