[诚招]美国密西根大学迪尔伯恩分校-机器学习博士

我是教授组里在读phd学生，18年毕业于密西根州立大学统计研究生。导师为人很好，指导写文章很全面很有耐心，很关心学生。感兴趣的可以直接私信我也可以直接Email联系教授：jianhu@umich.edu

【教授简介】
主导师(Primary Advisor)：Associate Professor, 西安交大本科，中科院硕士，美国西北大学(Northwestern University) Operations Research PhD.
联合导师(Co-advisor)：Associate Professor, 密西根州立大学统计博士

【科研方向】
科研项目是由密西根大学(UMich)和福特研发创新组(Ford Research and Innovation Center)的联合项目，致力于解决和提升机器学习在自动驾驶中应用的安全问题。具体科研描述见正文

【奖学金和实习机会】
奖学金为期长达5年的全额奖学金，包括学费，月工资，医疗保险。暑期中，学生有机会在福特汽车公司实习。


PhD Recruitment Flyer:
Applications are invited for a full-time Ph.D. position in area of explainable machine learning and artificial intelligence for automated driving. The Ph.D. will be co-advised by Dr. Jian Hu, an associate professor of Industrial Engineering and Dr. Li, an associate professor of Statistics. A successful applicant will join a UM-Ford alliance project, collaborating with the Ford Research Innovation Center, on enhancing engineering safety for machine learning components in autonomous vehicles. The Ph.D. could be needed to work as a summer intern in Ford.

Machine learning plays an essential role in the development and operation of autonomous vehicles. Vehicles rely on machine learning to sense, perceive, and navigate their environment and accordingly any failures of the machine learning components endanger passengers and others on the road. The SOTIF (ISO 211448) standard requires to recognize performance limitation of machine learning components and reduce the hazards due to inadequate performance functionality and insufficient situational awareness. The project team intends to develop an online error detector, which monitors machine learning components, identify their misclassification for in-distribution and out-of-distribution data, triggers appropriate warnings, and informs drivers to take back control in a timely manner. The achievement of this project can greatly improve the safety of the level 3 autonomous driving system.
Admission requirements include a bachelor’s degree or above in mathematics, statistics, computer science, industrial engineering, electrical engineering, mechanical engineering, or a related discipline; strong skills in mathematics, statistics, and programming (Python); minimum GPA of a 3.5 (4.0 scale); for applicants whose native language is not English, an English Language Proficiency exam (minimum scores 84 on the IBT TOEFL or 6.5 on the IELTS).  Funding is guaranteed up to 5 years, which includes tuition, a competitive monthly stipend, and health insurance.
Application deadline:  August 1, 2023 (All materials must be submitted by this date)

Jian Hu近几年所有paper都是自己是一作，这在教授里太罕见了吧。

急著升等拉
博士生幾年畢業 不要問

dlzzk 发表于 2023-03-31 17:46:42
Jian Hu近几年所有paper都是自己是一作，这在教授里太罕见了吧。

意思是可能不给学生一作么

小亩_1sunpbz 发表于 2023-04-01 06:36:28
意思是可能不给学生一作么

不清楚具体情况不好下结论，只是觉得值得被指出。

dlzzk 发表于 2023-4-1 11:15
不清楚具体情况不好下结论，只是觉得值得被指出。

导师之前带的主要是研究生，现在进行的几个paper和project，博士生都是一作。