PaperA probabilistic disease progression modeling approach and its application to integrated Huntington's disease observational dataZhaonan Sun, Soumya Ghosh, et al.JAMIA Open
Conference paperBayesian nonparametric federated learning of neural networksMikhail Yurochkin, Mayank Agarwal, et al.ICML 2019
Conference paperUnsupervised learning with contrastive latent variable modelsKristen A. Severson, Soumya Ghosh, et al.AAAI 2019
Conference paperDeep State Space Models for Computational PhenotypingSoumya Ghosh, Yu Cheng, et al.ICHI 2016