3 citations · 5 across the 3 of their papers we have counts for
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cs.LG2020★ 2 cited
Supervised Whole DAG Causal Discovery
Hebi Li, Qi Xiao, Jin Tian
We propose to address the task of causal structure learning from data in a supervised manner. Existing work on learning causal directions by supervised learning is restricted to le…
cs.LG2019★ 3 cited
Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders
Hebi Li, Qi Xiao, Shixin Tian +1
Machine learning models are vulnerable to adversarial examples. Iterative adversarial training has shown promising results against strong white-box attacks. However, adversarial tr…