31 citations · 72 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CR2019★ 9 cited
Cost-Aware Robust Tree Ensembles for Security Applications
Yizheng Chen, Shiqi Wang, Weifan Jiang +2
There are various costs for attackers to manipulate the features of security classifiers. The costs are asymmetric across features and to the directions of changes, which cannot be…
cs.LG2019★ 8 cited
On the Mathematical Understanding of ResNet with Feynman Path Integral
Minghao Yin, Xiu Li, Yongbing Zhang +1
In this paper, we aim to understand Residual Network (ResNet) in a scientifically sound way by providing a bridge between ResNet and Feynman path integral. In particular, we prove…