Quantum Expectation-Maximization for Gaussian mixture models

Iordanis Kerenidis, Alessandro Luongo, Anupam Prakash

Abstract: We define a quantum version of Expectation-Maximization (QEM), a fundamental tool in unsupervised machine learning, often used to solve Maximum Likelihood (ML) and Maximum A Posteriori (MAP) estima...