Conjugate Gaussian Models
My notes on Kevin Murphy’s Conjugate Bayesian Analysis of the Gaussian Distribution. These include intuitions motivating the algebraic moves in...
Bayesian Teaching as Model Explanation: An MNIST Example
When folks show off their classification models at conference meetings, they typically present examples their models classified correctly and incorrectly....
Performing Probabilistic Classification
Let’s say you want to determine whether a puppy like the one in the figure above (on the right) is...
Hello World, Welcome to My Playground!
This is where I make the most of my Hello World post! MathJax playground. Some general probability or statistics notation:...