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20182024
most citedDual Convolutional Neural Network for Graph of Graphs Link Prediction

2 citations · 4 across the 4 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 2 cited

GraphITE: Estimating Individual Effects of Graph-structured Treatments

Shonosuke Harada, Hisashi Kashima

Outcome estimation of treatments for target individuals is an important foundation for decision making based on causal relations. Most existing outcome estimation methods deal with…

cs.LG2020

Counterfactual Propagation for Semi-Supervised Individual Treatment Effect Estimation

Shonosuke Harada, Hisashi Kashima

Individual treatment effect (ITE) represents the expected improvement in the outcome of taking a particular action to a particular target, and plays important roles in decision mak…