# $K$-means Clustering Algorithm via Vector Quantization

**Date:**

The talk is about a mathematical model of data compression known as **Vector Quantization** and its algorithmic adaptation, the well-known *K*-means algorithm. The goal of this talk is to show how the mathematical theories of vector quantization model became the fundamental structure of *K*-means clustering algorithm. The slide can be found here.