1 citations · 2 across the 3 of their papers we have counts for
4 papers
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…
Disentangled Graph Autoencoder for Treatment Effect Estimation
Di Fan, Renlei Jiang, Yunhao Wen +1
Treatment effect estimation from observational data has attracted significant attention across various research fields. However, many widely used methods rely on the unconfoundedne…
Learning Network Representations with Disentangled Graph Auto-Encoder
Di Fan, Chuanhou Gao
The (variational) graph auto-encoder is widely used to learn representations for graph-structured data. However, the formation of real-world graphs is a complicated and heterogeneo…
ELBD: Efficient score algorithm for feature selection on latent variables of VAE
Yiran Dong, Chuanhou Gao
In this paper, we develop the notion of evidence lower bound difference (ELBD), based on which an efficient score algorithm is presented to implement feature selection on latent va…