Dr. Wenkai Xu

Assistant Professor

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Biography

Wenkai Xu is an Assistant Professor at the University of Warwick, affiliated with the Department of Statistics. His research interests focus on the fields of statistics and machine learning, specifically on hypothesis testing, comparing distributions, Stein's method, and statistical network analysis. Wenkai has a strong background in research, having completed his Ph.D. at the Gatsby Computational Neuroscience Unit, University College London, under the supervision of renowned professors. He has served as a postdoctoral researcher in the Department of Statistics at the University of Oxford, where he worked alongside esteemed faculty. His current studies are particularly concentrated on the concepts of entropy and connections that underpin axiomatic principles in statistics, with an emphasis on translating transformations into actionable insights. Wenkai teaches courses in machine learning and statistical methodologies, contributing to the academic development of students in these advancing fields.

Research Interests

Courses

ST349 Machine Learning Framework ST921 Statistical Frontiers SC2 Probability Statistics Network Analysis (Oxford) B8.4 Information Theory (Oxford)

Requirements for University of Warwick

Master Program
Requirements
GPA Requirement
Required:2.1
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:21
Reading
Required:22
Writing
Required:21
Speaking
Required:23
Total
Required:92
PTE
Listening
Required:59
Reading
Required:59
Writing
Required:59
Speaking
Required:59
Overall
Required:62
Duolingo
Overall Score
Required:120
Overall
Required:120
Prerequisites
Bachelor degree in Engineering or a related STEM discipline
Application Checklist
  • Online application form
  • Official transcripts
  • Degree certificate
  • Personal statement
  • One academic reference
  • CV/Resume
  • English language proficiency evidence
Specialization Notes

Includes General, Mechanical, Civil, Electrical, Biomedical, and Manufacturing Engineering. Most programs fall under English Band A.