Accelerate Support Vector Clustering via Spectrum-Preserving Data Compression

Yuxuan Song, Yongyu Wang

This paper proposes a novel framework for accelerating support vector clustering. The proposed method first computes much smaller compressed data sets while preserving the key clus…