Adaptive and Calibrated Ensemble Learning with Dependent Tail-free Process. - Jeremiah Zhe Liu; John W. Paisley; Marianthi-Anna Kioumourtzoglou; Brent A. Coull (CoRR, 2018)

Accurate Uncertainty Estimation and Decomposition in Ensemble Learning. - Jeremiah Z. Liu; John W. Paisley; Marianthi-Anna Kioumourtzoglou; Brent A. Coull (NeurIPS, 2019)

Bayesian Nonparametric Model Averaging Using Scalable Gaussian Process Representations. - John W. Paisley; Sebastian Rowland; Jeremiah Zhe Liu; Brent A. Coull; Marianthi-Anna Kioumourtzoglou (IEEE Big Data, 2022)

AESurv: autoencoder survival analysis for accurate early prediction of coronary heart disease. - Yike Shen; Arce Domingo-Relloso; Allison Kupsco; Marianthi-Anna Kioumourtzoglou; Maria Tellez-Plaza; Jason G. Umans; Amanda M. Fretts; Ying Zhang; Peter F. Schnatz; Ramon Casanova; Lisa Warsinger Martin; Steve Horvath; et al. (Briefings Bioinform., 2024)