• Massive Matrix Factorization for fMRI and Recommender Systems

    As ICML approaches, I will give a quick overview of our work on efficient matrix factorization for very large datasets. Our focus was to scale matrix factorization techniques for functional MRI, a domain where data to decompose is now at terabyte scale. Along the way, we also designed a encouraging proof-of-concept experiment for collaborative filtering.

subscribe via RSS