Department of Mathematics

Student GAUSS Seminar

  •  Paula Mercurio
  •  An Introduction to Network Embedding for Data Clustering
  •  04/16/2021
  •  3:00 PM - 4:00 PM
  •   (Virtual Meeting Link)
  •  Keshav Sutrave (sutravek@msu.edu)

I will introduce some of the basic ideas behind network embedding, and show how a complicated or high-dimensional graph can be represented as a collection of points in a lower-dimensional vector space. This will be an expository talk focusing on random walk-based methods, and how these methods are related to certain matrix-based methods and diffusion maps. Throughout the talk, I'll show how these techniques are useful for machine learning tasks like social network analysis and image recognition.

 

Contact

Department of Mathematics
Michigan State University
619 Red Cedar Road
C212 Wells Hall
East Lansing, MI 48824

Phone: (517) 353-0844
Fax: (517) 432-1562

College of Natural Science