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A Distributionally Robust Framework for Safe and Generalizable Utilization of Clinical Surrogates
A Distributionally Robust Framework for Safe and Generalizable Utilization of Clinical Surrogates
Molei Liu*, Tian Jiang*, Keyao Zhan*, Zirui Zhang, Xuan Wang, 2026+ (Under working)
Stable Multi-Surrogate Transformation for Robust and Generalizable Surrogacy
Stable Multi-Surrogate Transformation for Robust and Generalizable Surrogacy
Keyao Zhan, Yihong Gu, Tianxi Cai, 2026+ (Under working)
Prior-Informed Generalizable Low-Rank Representation Learning via Regularized Adversarial Reweighting
Prior-Informed Generalizable Low-Rank Representation Learning via Regularized Adversarial Reweighting
Keyao Zhan, Junwei Lu, Zijian Guo, Tianxi Cai, 2026+ (Under working)
Domain Adaptation Optimized for Robustness in Mixture populations
Domain Adaptation Optimized for Robustness in Mixture populations
Keyao Zhan, Xin Xiong, Zijian Guo, Tianxi Cai, Molei Liu, 2024+ (Submitting) [arxiv]
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