Robust Clustering on High-Dimensional Data with Stochastic Quantization

Anton Kozyriev, Vladimir Norkin

This paper addresses the limitations of conventional vector quantization algorithms, particularly K-Means and its variant K-Means++, and investigates the Stochastic Quantization (S…