A provable initialization and robust clustering method for general mixture models

Soham Jana, Jianqing Fan, Sanjeev Kulkarni

Clustering is a fundamental tool in statistical machine learning in the presence of heterogeneous data. Most recent results focus primarily on optimal mislabeling guarantees when d…