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Review of basic probability theory

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Open to all, this seminar is part of the CCIMI short course; Mathematics of Data – From Theory to Computation (https://talks.cam.ac.uk/show/index/83647).

This lecture will give a review of basic probability theory, covering maximum likelihood, M-estimators, and empirical risk minimization as a motivation for convex optimization.

This talk is part of the CCIMI Short Course: Mathematics of Data - From Theory to Computation series.

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