Seminar on Machine Learning

Introduction to Topological Data Analysis V

Xiaojun Chen - 2:00pm-4:00pm, March 16, 2025

Introduction to Topological Data Analysis IV

Xiaojun Chen - 2:00pm-4:00pm, March 9, 2025

Introduction to Topological Data Analysis III

Xiaojun Chen - 2:00pm-4:00pm, March 2, 2025

Introduction to Topological Data Analysis II

Xiaojun Chen & Kurshid- 2:00pm-4:00pm, February 23, 2025

Introduction to Topological Data Analysis I

Xiaojun Chen - 2:00pm-4:00pm, February 16, 2025

Overview of Machine Learning II

Shokhrukh Berdikobilov - 11:00am-2:00pm, June 8, 2024 - MATH 105

Tutorial class I

Overview of Machine Learning I

Shokhrukh Berdikobilov - 10am-12am, April 29, 2024 - MATH 310

Abstract: There would be a brief overview of machine learning from a mathematical perspective, mainly focusing on supervised learning and high dimensionality. The following books will be references for all talks:

• Understanding Machine Learning: From Theory to Algorithms
• The Elements of Statistical Learning
• Theoretical Deep Learning