Saharon Rosset | Expectation Maximization: Intro and Examples | CGSI 2025

Saharon Rosset | Expectation Maximization: Intro and Examples | CGSI 2025 Related Papers: Dempster, A.P.; Laird, N.M.; Rubin, D.B. (1977). "Maximum Likelihood from Incomplete Data via the EM Algorithm". Journal of the Royal Statistical Society, Series B. 39 (1): 1–38. Meng, X.-L.; van Dyk, D. (1997). "The EM algorithm – an old folk-song sung to a fast new tune". J. Royal Statist. Soc. B. 59 (3): 511–56 Hunter, D. R., & Lange, K. (2004). A Tutorial on MM Algorithms. The American Statistician, 58(1), 30–37. https://doi.org/10.1198/0003130042836 Shepp, L. A., & Vardi, Y. (1982). Maximum likelihood reconstruction for emission tomography. IEEE transactions on medical imaging, 1(2)