22 citations · 22 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 22 cited
Robust Estimation and Generative Adversarial Nets
Chao Gao, Jiyi Liu, Yuan Yao +1
Robust estimation under Huber's -contamination model has become an important topic in statistics and theoretical computer science. Statistically optimal procedures such as Tukey…
math.ST2015
Vanilla Lasso for sparse classification under single index models
Jiyi Liu, Jinzhu Jia
This paper study sparse classification problems. We show that under single-index models, vanilla Lasso could give good estimate of unknown parameters. With this result, we see that…