Ali Makhdoumi
Duke University CS · Associate Professor of Business Administration
Research focus: optimization · game theory · networks · learning theory
针对 Ali Makhdoumi 的预审审核：构建以 optimization、game theory、networks、learning theory、market design、data markets、LLM advertising、privacy 为骨架的拟合图；请选取一篇可见源论文、一个项目、一个实验室主题或一个角色信号，并规划一个可在第一学期启动的具体扩展。
Who this advisor fits / 什么情况下适合你
- Use the role/research-fit signal, but verify advising route directly: Secondary CS/Fuqua decision-sciences row; verify CS advising route, program home, and whether the project is business/OR/economics
- 请利用角色与研究契合信号，但务必直接核实推荐路径：次级 CS/富克决策科学行；核实 CS 推荐路径、项目所在地以及项目是否由 eth 或 cs/CS 共同推荐。
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
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