Conference paperStructured variational learning of Bayesian neural networks with horseshoe priorsSoumya Ghosh, Jiayu Yao, et al.ICML 2018
Conference paperBoosting deep learning risk prediction with generative adversarial networks for electronic health recordsZhengping Che, Yu Cheng, et al.ICDM 2017
PaperDiscovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learningKristen A. Severson, Lana M. Chahine, et al.The Lancet. Digital health
PaperComplication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning ApproachBin Liu, Ying Li, et al.IEEE TKDE