720 citations · 1.7k across the 23 of their papers we have counts for
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cs.LG2019★ 15 cited
ML-LOO: Detecting Adversarial Examples with Feature Attribution
Puyudi Yang, Jianbo Chen, Cho-Jui Hsieh +2
Deep neural networks obtain state-of-the-art performance on a series of tasks. However, they are easily fooled by adding a small adversarial perturbation to input. The perturbation…
stat.ME2019
Basis Expansions for Functional Snippets
Zhenhua Lin, Jane-Ling Wang, Qixian Zhong
Estimation of mean and covariance functions is fundamental for functional data analysis. While this topic has been studied extensively in the literature, a key assumption is that t…