4 citations · 4 across the 2 of their papers we have counts for
3 papers
stat.ME2023
Leverage classifier: Another look at support vector machine
Yixin Han, Jun Yu, Nan Zhang +4
Support vector machine (SVM) is a popular classifier known for accuracy, flexibility, and robustness. However, its intensive computation has hindered its application to large-scale…
stat.ME2022★ 4 cited
Model-free controlled variable selection via data splitting
Yixin Han, Xu Guo, Changliang Zou
Addressing the simultaneous identification of contributory variables while controlling the false discovery rate (FDR) in high-dimensional data is a crucial statistical challenge. I…
stat.ML2022
High-dimensional Inference and FDR Control for Simulated Markov Random Fields
Haoyu Wei, Xiaoyu Lei, Yixin Han +1
Identifying important features linked to a response variable is a fundamental task in various scientific domains. This article explores statistical inference for simulated Markov r…