Bin Nan
UC Irvine CS (Donald Bren ICS) · Chancellor's Professor of Statistics
Research focus: statistical machine learning · high-dimensional statistics · biomedical data science · longitudinal data
针对 Bin Nan 的正式申请审核：请作为具有统计机器学习背景（statistical machine learning）的申请人准备：高维推断、biomedical data science、longitudinal data、统计学习理论，或具备 AI methods 且具备严谨的未确定性处理（uncertainty handling）能力。
Who this advisor fits / 什么情况下适合你
- Fit should be statistics-heavy and tied to high-dimensional/biomedical data methods.
- 应侧重于统计学的 cs 特性，并紧密关联高维或生物医学数据。
What to watch for / 什么情况下要慎重
- You need strong placement evidence, but public signals for this PI are still thin.
- 你需要强证据的毕业去向分布，而这位 PI 目前公开信号仍较薄。
Public evidence as of 2026-06-10
These are decision-support signals compiled from public evidence (faculty pages, publications, lab sites) to help you ask better questions — not a ranking, rating, or allegation about this advisor. / 以上为基于公开信息整理的择校参考，帮助你提出更好的问题，并非排名、评分或对该导师的指控。
Ask a verified 学长学姐 / 同校 .edu 认证点评
The thing applicants say only 师兄师姐 can tell you — current & former students of this lab, verified by their school .edu. Open the full dossier to read or add a verified note.