Performing Soft Clustering of Data using Expectation Maximization Algorithm

Expectation Maximization Algorithm is the most common method for carrying out soft clustering on data. The algorithm is a coordinate descent optimization involving variational lower bound. The theta parameter consists of covariance vectors Σ𝑐 , mean...