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cs.LG2024
A De-singularity Subgradient Approach for the Extended Weber Location Problem
Zhao-Rong Lai, Xiaotian Wu, Liangda Fang +1
The extended Weber location problem is a classical optimization problem that has inspired some new works in several machine learning scenarios recently. However, most existing algo…
cs.LG2022
A Mask-Based Adversarial Defense Scheme
Weizhen Xu, Chenyi Zhang, Fangzhen Zhao +1
Adversarial attacks hamper the functionality and accuracy of Deep Neural Networks (DNNs) by meddling with subtle perturbations to their inputs.In this work, we propose a new Mask-b…