Scholars@Duke
Xiuyuan Cheng

Xiuyuan Cheng

Associate Professor of Mathematics
Mathematics
xiuyuan.cheng@duke.edu
120 Science Drive, P.O. Box 90320, Durham, NC 27708
120 Science Drive, 293 Physics Building, Durham, NC 27708

Recent Courses

COMPSCI 445: Introduction to High Dimensional Data Analysis
Fall 2023
MATH 465: Introduction to High Dimensional Data Analysis
Fall 2023
MATH 493: Research Independent Study
Spring 2024
MATH 532: Real Analysis II
Spring 2024, Spring 2022
MATH 631: Measure and Integration
Fall 2023
MATH 765: Introduction to High Dimensional Data Analysis
Fall 2023
MATH 790-90: Minicourse in Advanced Topics
Fall 2021
STA 465: Introduction to High Dimensional Data Analysis
Fall 2023

Teaching Activities

  • Math 631 Measure and Integration (Real Analysis), Fall 2018, 2023.
  • Math 465 Introduction to High Dimensional Data Analysis, Fall 2023.
  • Math 532 Basic Analysis II (undergraduate), Spring 2022, 2020, 2019, 2018, 2024.
  • Math 790 Minicourse: An introduction to kernel methods in machine learning, Fall 2021.
  • Math 302 Numerical Analysis (undergraduate, Duke Kunshan University), Spring 2021.
  • Math 405 Methods in Data Analysis (undergraduate, Duke Kunshan University), Spring 2021.
  • Math 122L Introductory Calculus II (faculty mentor of 1st-year undergraduate calculus course), Fall 2019.
  • Math 466 Mathematics of Machine Learning (undergraduate course jointly taught by cross-department faculty instructors), Fall 2019.
  • Math 561 Numerical Linear Algebra, Fall 2019.
  • Math 790 Minicourse: High dimensional probability in data analysis, Fall 2018
  • Math 690 Topics in Data Analysis and Computation, Fall 2017. (Online repository of course material: https://github.com/xycheng/math690-lecture-notes)