Yuling Jiao

activity

20182022

most citedDeep Quantile Regression: Mitigating the Curse of Dimensionality Through Composition

10 citations · 50 across the 19 of their papers we have counts for

collaborators

Showing stat.MEShow all

2 papers · 1 filter

stat.ME2020

$ℓ_{0}$ -Regularized High-dimensional Accelerated Failure Time Model

Xingdong Feng, Jian Huang, Yuling Jiao +1

We develop a constructive approach for $ℓ_{0}$ -penalized estimation in the sparse accelerated failure time (AFT) model with high-dimensional covariates. Our proposed method is bas…

stat.ME2018

VIMCO: Variational Inference for Multiple Correlated Outcomes in Genome-wide Association Studies

Xingjie Shi, Yuling Jiao, Yi Yang +4

In Genome-Wide Association Studies (GWAS) where multiple correlated traits have been measured on participants, a joint analysis strategy, whereby the traits are analyzed jointly, c…

ℓ0​-Regularized High-dimensional Accelerated Failure Time Model

VIMCO: Variational Inference for Multiple Correlated Outcomes in Genome-wide Association Studies

$ℓ_{0}$ -Regularized High-dimensional Accelerated Failure Time Model