EM Algorithm: A Definitive Guide to the EM Algorithm
The EM Algorithm, short for Expectation-Maximisation, stands as one of the most powerful tools in modern statistics and data science. It shines when data are incomplete, noisy, or when there are hidden, or latent, variables that govern the generative process. In this article, we explore the EM Algorithm from first principles, traverse its many variations,…
Read more