3 papers
stat.AP2026
Identification of Genetic Factors Associated with Corpus Callosum Morphology: Conditional Strong Independence Screening for Non-Euclidean Responses
Zhe Gao, Jin Zhu, Yue Hu +2
The corpus callosum, the largest white matter structure in the brain, plays a critical role in interhemispheric communication. Variations in its morphology are associated with vari…
cs.LG2025
DeepSuM: Deep Sufficient Modality Learning Framework
Zhe Gao, Jian Huang, Ting Li +1
Multimodal learning has become a pivotal approach in developing robust learning models with applications spanning multimedia, robotics, large language models, and healthcare. The e…
stat.ME2024
Studentized Tests of Independence: Random-Lifter approach
Zhe Gao, Roulin Wang, Xueqin Wang +1
The exploration of associations between random objects with complex geometric structures has catalyzed the development of various novel statistical tests encompassing distance-base…