2 papers
cs.LG2019
Multinomial Random Forest: Toward Consistency and Privacy-Preservation
Yiming Li, Jiawang Bai, Jiawei Li +4
Despite the impressive performance of random forests (RF), its theoretical properties have not been thoroughly understood. In this paper, we propose a novel RF framework, dubbed mu…
stat.AP2018
Probability-Scale Residuals in HIV/AIDS Research: Diagnostics and Inference
Bryan E. Shepherd, Qi Liu, Valentine Wanga +1
The probability-scale residual (PSR) is well defined across a wide variety of variable types and models, making it useful for studies of HIV/AIDS. In this manuscript, we highlight…