Math and science::INF ML AI
Covariance matrix
Let
Let the vector
The covariance matrix for
Where the expectation is an elementwise operation. The covariance matrix is a result of a matrix multiplication of two vector-like matrices, which produces a 2x2 matrix. (Yes, it is valid!).