Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Jean-Philippe Vert. A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization. Journal of Machine Learning Research, 10:803-826, 2009. [doi]
@article{AbernethyBEV09,
title = {A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization},
author = {Jacob Abernethy and Francis Bach and Theodoros Evgeniou and Jean-Philippe Vert},
year = {2009},
doi = {10.1145/1577069.1577098},
url = {http://doi.acm.org/10.1145/1577069.1577098},
tags = {collaborative filtering, systematic-approach},
researchr = {https://researchr.org/publication/AbernethyBEV09},
cites = {0},
citedby = {0},
journal = {Journal of Machine Learning Research},
volume = {10},
pages = {803-826},
}