Maximum-Margin Matrix Factorization (2005)

by Nathan Srebro , Jason D. M. Rennie , Tommi S. Jaakola
Venue:Advances in Neural Information Processing Systems 17
Citations:90 - 16 self

Active Bibliography

20 Learning with Matrix Factorization – Nathan Srebro - 2004
1 Extracting Information from Informal Communication by – Jason D. M. Rennie, Tommi Jaakkola, Jason D. M. Rennie - 2007
85 Fast maximum margin matrix factorization for collaborative prediction – Jason D. M. Rennie, Nathan Srebro - 2005
5 Learning from incomplete ratings using non-negative matrix factorization – Sheng Zhang, Weihong Wang, James Ford, Fillia Makedon - 2006
13 Generalization Error Bounds for Collaborative Prediction with Low-Rank Matrices – Nathan Srebro, Tommi Jaakkola - 2005
1 Collaborative filtering with interlaced generalized linear models – Nicolas Delannay, Michel Verleysen - 2008
PAC-Bayesian Analysis of Co-clustering with Extensions to Matrix Tri-factorization, Graph Clustering, Pairwise Clustering, and Graphical Models – Yevgeny Seldin, Naftali Tishby
3 PAC-Bayesian Analysis of Co-clustering and Beyond – Naftali Tishby, S. Dhillon
An Analysis of Probabilistic Methods for Top-N Recommendation in Collaborative Filtering – Nicola Barbieri
53 Gaussian processes for ordinal regression – Wei Chu, Zoubin Ghahramani - 2004
Computational Intelligence and Data Mining (CIDM 2007) One-shot Collaborative Filtering – Shuhei Kuwata, Naonori Ueda
28 A new approach to collaborative filtering: Operator estimation with spectral regularization – Jacob Abernethy, Francis Bach, Theodoros Evgeniou, Mines Paristech, Tommi Jaakkola
13 Data Mining for Web Personalization – Bamshad Mobasher - 2006
Metric Learning with . . . – Kilian Quirin Weinberger - 2007
18 Collaborative prediction using ensembles of maximum margin matrix factorizations – Dennis Decoste - 2006
Linear Dependent Dimensionality Reduction – Nathan Srebro Tommi, Tommi Jaakkola - 2003
43 Generalized nonnegative matrix approximations with Bregman divergences – Inderjit S. Dhillon, Suvrit Sra - 2005
iii TABLE OF CONTENTS – Ian Porteous - 2010
CURRICULUM VITAE – Ian Porteous - 2010