Ying-Qi Zhao
4 papers · 2019–2026 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keyword Champion
(2)
Venues
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Research topics
Keywords
doubly robust estimation
(2)
weighted classification
(2)
observational data
(2)
individualized treatment rule
(2)
surrogate loss
(1)
propensity score
(1)
semiparametric efficiency
(1)
hypothesis test
(1)
high-dimensional covariate
(1)
precision medicine
(1)
high-dimensional classification
(1)
individualized treatment recommendation
(1)
outcome weighted learning
(1)
alternative treatment recommendation
(1)
outcome regression
(1)
doubly robust
(1)
causal inference
(1)
decorrelated score
(1)
high-dimensional inference
(1)
empirical risk minimization
(1)
Papers
Inference with non-differentiable surrogate loss in a general high-dimensional classification framework
JMLR 2026
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