Probability notation conventions

The course uses one set of conventions for probability measures, random elements, laws, probability mass functions, predictive kernels, conditioning, and expectation. Lecture notes, exercises, solutions, and homework should follow these conventions.

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CMPUT 654 · Mathematical Foundations of Modern AI Systems · Fall 2026