Xiaoshan Yang

A Unified Framework for Multimodal Domain Adaptation

2018

Domain adaptation aims to train a model on labeled data from a source domain while minimizing test error on a target domain. Most of existing domain adaptation methods only focus on reducing domain shift of …

Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data

2019 · arXiv (Cornell University)

Due to potential applications in chronic disease management and personalized healthcare, the EHRs data analysis has attracted much attention of both researchers and practitioners. There are three main challenges in modeling longitudinal and heterogeneous EHRs …