5 citations · 15 across the 9 of their papers we have counts for
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stat.ML2022★ 3 cited
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis
Tim Pearce, Jong-Hyeon Jeong, Yichen Jia +1
This paper considers doing quantile regression on censored data using neural networks (NNs). This adds to the survival analysis toolkit by allowing direct prediction of the target…
stat.ML2020★ 5 cited
Deep Learning for Quantile Regression under Right Censoring: DeepQuantreg
Yichen Jia, Jong-Hyeon Jeong
The computational prediction algorithm of neural network, or deep learning, has drawn much attention recently in statistics as well as in image recognition and natural language pro…