Videos from a workshop in honor of Judea Pearl.

"Although people assume that their first guess about a matter of fact exhausts the best information available to them, a forced second guess contributes additional information, such that the average of two guesses is better than either guess alone."

"We introduce a modular toolkit for constructing probability monads, and show that it can be used for everything from discrete distributions to weighted particle filtering."

Describes how to generate samples from different types of probability distributions.