Optimization Methods on Stiefel Manifold for Hypergraph Clustering Problem

Student: Kiselev Maksim

Educational Programme: Applied Mathematics and Information Science (Bachelor)

Final Grade: 8

Year of Graduation: 2024

This paper studies existing iterative methods for clustering vertices of a hypergraph with an arbitrarily given number of clusters, approaching an optimization problem on a Stiefel manifold, and their application in downstream tasks such as image segmentation.

Full text (added May 20, 2024)

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