4 citations · 5 across the 4 of their papers we have counts for
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stat.ML2021★ 1 cited
Optimal Variable Clustering for High-Dimensional Matrix Valued Data
Inbeom Lee, Siyi Deng, Yang Ning
Matrix valued data has become increasingly prevalent in many applications. Most of the existing clustering methods for this type of data are tailored to the mean model and do not a…
stat.ME2021★ 4 cited
Optimal Covariate Balancing Conditions in Propensity Score Estimation
Jianqing Fan, Kosuke Imai, Inbeom Lee +3
Inverse probability of treatment weighting (IPTW) is a popular method for estimating the average treatment effect (ATE). However, empirical studies show that the IPTW estimators ca…