Artificial Intelligence, Machine Learning, Data Science.
data points f(x) and f(x’) form a bivariate normal distribution. As a simple demonstration, let’s have x’ equals x. As shown below, κ(x, x), the red curve, is normally distributed. How do we sample data from a GP? In particular, A function can be viewed as a collection of random variables f(x₁),