67 citations · 111 across the 41 of their papers we have counts for
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stat.ME2026
Multi-Task Active Learning with Efficient Resource Allocation
Hanwen Ye, Jiuchen Zhang, Annie Qu
Many scientific studies allow costly auxiliary information to be collected during data labeling but not at deployment. Examples include diagnostic tests, laboratory assays, and exp…
stat.ME2026
Risk-Aware Quantile Learning for Personalized Dynamic Treatment Regimes
Chunyin Lei, Annie Qu
Sequential clinical decision-making often involves more than maximizing average efficacy. Clinicians may need to simultaneously optimize clinically relevant tails of the outcome di…
stat.ME2026
Testing Cumulative Treatment Effects in Continuous Time with ODE Dynamics and Noisy Observations
Jiuchen Zhang, Annie Qu
We develop a semiparametric continuous time inferential framework for testing cumulative treatment effects, including both immediate and carryover effects. The latent state process…