5 citations · 7 across the 2 of their papers we have counts for
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cs.LG2021★ 5 cited
Can We Faithfully Represent Masked States to Compute Shapley Values on a DNN?
Jie Ren, Zhanpeng Zhou, Qirui Chen +1
Masking some input variables of a deep neural network (DNN) and computing output changes on the masked input sample represent a typical way to compute attributions of input variabl…
cs.LG2021★ 2 cited
A Unified Game-Theoretic Interpretation of Adversarial Robustness
Jie Ren, Die Zhang, Yisen Wang +8
This paper provides a unified view to explain different adversarial attacks and defense methods, i.e. the view of multi-order interactions between input variables of DNNs. Based on…