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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the EM algorithm applied to estimate the lifetime of lite-bulbs with unknown mean. It explains the E-step and M-step of the algorithm, including log-likelihood computation and complete update rules. The lecture also discusses the EM algorithm for heavy-bulbs with a uniform distribution, convergence, and comparison with MLE solutions.