Kyle A. Gallivan

Scalable Clustering: Large Scale Unsupervised Learning of Gaussian Mixture Models with Outliers

2023 · arXiv (Cornell University)

Clustering is a widely used technique with a long and rich history in a variety of areas. However, most existing algorithms do not scale well to large datasets, or are missing theoretical guarantees of convergence. …