Ying-Qi Zhao
3 papers · 2019–2022 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(4)
Conferences
JMLR (3)
Top co-authors
Keywords
weighted classification
(2)
observational datum
(2)
individualized treatment rule
(2)
semiparametric efficiency
(1)
high-dimensional covariate
(1)
precision medicine
(1)
doubly robust estimation
(1)
individualized treatment recommendation
(1)
outcome weighted learning
(1)
alternative treatment recommendation
(1)
outcome regression
(1)
doubly robust
(1)
causal inference
(1)
doubly-robust estimation
(1)
high-dimensional inference
(1)
propensity score
(1)
Papers
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score
JMLR 2022
Near-optimal Individualized Treatment Recommendations
JMLR 2020
Efficient augmentation and relaxation learning for individualized treatment rules using observational data
JMLR 2019