22 citations · 92 across the 14 of their papers we have counts for
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stat.ML2021★ 13 cited
A Local Method for Identifying Causal Relations under Markov Equivalence
Zhuangyan Fang, Yue Liu, Zhi Geng +2
Causality is important for designing interpretable and robust methods in artificial intelligence research. We propose a local approach to identify whether a variable is a cause of…
stat.ML2016★ 8 cited
Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets
Yango He, Zhi Geng
In this paper, we discuss structure learning of causal networks from multiple data sets obtained by external intervention experiments where we do not know what variables are manipu…