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stat.ML2025
LILI clustering algorithm: Limit Inferior Leaf Interval Integrated into Causal Forest for Causal Interference
Yiran Dong, Di Fan, Chuanhou Gao
Causal forest methods are powerful tools in causal inference. Similar to traditional random forest in machine learning, causal forest independently considers each causal tree. Howe…
stat.ML2022
Gaussian mixture modeling of nodes in Bayesian network according to maximal parental cliques
Yiran Dong, Chuanhou Gao
This paper uses Gaussian mixture model instead of linear Gaussian model to fit the distribution of every node in Bayesian network. We will explain why and how we use Gaussian mixtu…