3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2024
Hybrid Local Causal Discovery
Zhaolong Ling, Honghui Peng, Yiwen Zhang +4
Local causal discovery aims to learn and distinguish the direct causes and effects of a target variable from observed data. Existing constraint-based local causal discovery methods…
cs.LG2023★ 1 cited
Fair Causal Feature Selection
Zhaolong Ling, Enqi Xu, Peng Zhou +3
Fair feature selection for classification decision tasks has recently garnered significant attention from researchers. However, existing fair feature selection algorithms fall shor…
cs.LG2021★ 3 cited
Causal Learner: A Toolbox for Causal Structure and Markov Blanket Learning
Zhaolong Ling, Kui Yu, Yiwen Zhang +2
Causal Learner is a toolbox for learning causal structure and Markov blanket (MB) from data. It integrates functions for generating simulated Bayesian network data, a set of state-…