19 citations · 22 across the 12 of their papers we have counts for
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cs.LG2023★ 1 cited
Wasserstein distributional robustness of neural networks
Xingjian Bai, Guangyi He, Yifan Jiang +1
Deep neural networks are known to be vulnerable to adversarial attacks (AA). For an image recognition task, this means that a small perturbation of the original can result in the i…
math.PR2023
Sequential propagation of chaos
Kai Du, Yifan Jiang, Xiaochen Li
A new class of particle systems with sequential interaction is proposed to approximate the McKean-Vlasov process that originally arises as the limit of the mean-field interacting p…