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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 exponential family models, where various well-known distributions are unified under a general theory. It explains regular exponential families, canonical statistics, mean parameters, and cumulant-generating functions. The lecture also discusses the log moment-generating function, minimal sufficiency, and convexity properties.