A Rigorous Theory of Conditional Mean Embeddings

Ilja Klebanov, Ingmar Schuster, T. J. Sullivan

Conditional mean embeddings (CMEs) have proven themselves to be a powerful tool in many machine learning applications. They allow the efficient conditioning of probability distribu…