Chanwoo Lee

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Ph.D. Candidate
Department of Statistics
University of Wisconsin–Madison

Contact

1205A Medical Sciences Center
1300 University Avenue
Madison, WI 53706

E-mail : A @ B
( A = chanwoo.lee, B = wisc.edu )

Background

Biography

I am a third year Ph.D. Candidate in the Department of Statistics at the University of Wisconsin–Madison, advised by Prof. Miaoyan Wang. Prior to joining the Ph.D. program in September 2018, I received B.S. in Mathematical Science and Statistics at Seoul National University.

Research Interests

Broadly speaking, my research interests lie in the intersection of statistics, machine learning, and optimization. I mainly focus on developing statistical tools for analyzing matrix or tensor valued data.

Education

Paper

Talks

  • Tensor denoising and completion based on ordinal observation

    • at Institute for Foundation of Data Science (IFDS) brown-bag at UW-Madison, April 2020

    • at International Conference on Machine Learning (ICML), July 2020

    • at Bernoulli-IMS One World Symposium, August 2020

Software

  • tensorordinal. An R package for solving tensor denoising and completion problem based on ordinal observations. Available on CRAN.

Honors and Awards

  • Graduation with Honors (2018), Seoul National University

  • Seoul National University Alumni Scholarship (2016-2017), Seoul National University Alumni Association

  • National Scholarship For Science & Engineering (2012-2017), The Korea Student Aid Foundation

Work Experience

  • Sergeant, Republic of Korea Air Force (2013-2015)