Matrix Factorization and Recommender Systems (Alex Smola's SML class) -video and slides-

In his course on Scalable Machine Learning, Alex Smola has some slides about recommender systems that go with the following videos of his course.

At the end of his talk he mentions several links but he forgot the Advanced Matrix Factorization Jungle page and the entries on Nuit Blanche focused on the subject:

• Collaborative Filtering with temporal dynamics
• Neighborhood factorization
• Matrix Factorization for recommender systems
• CoFi Rank (collaborative filtering & ranking)
• Yehuda Koren’s papers

Liked this entry ? subscribe to Nuit Blanche's feed, there's more where that came from. You can also subscribe to Nuit Blanche by Email, explore the Big Picture in Compressive Sensing or the Matrix Factorization Jungle and join the conversations on compressive sensing, advanced matrix factorization and calibration issues on Linkedin.