Collaborative Filtering and the Missing at Random Assumption

Benjamin Marlin, Richard S. Zemel, Sam Roweis +1

Rating prediction is an important application, and a popular research topic in collaborative filtering. However, both the validity of learning algorithms, and the validity of stand…