| Revisiting the Performance of iALS on Item Recommendation Benchmarks | 0 | 0.34 | 2022 |
| On Sampled Metrics for Item Recommendation | 0 | 0.34 | 2022 |
| Private Alternating Least Squares: Practical Private Matrix Completion With Tighter Rates | 0 | 0.34 | 2021 |
| Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval | 2 | 0.37 | 2020 |
| On Sampled Metrics for Item Recommendation | 11 | 0.50 | 2020 |
| Rankmax: An Adaptive Projection Alternative to the Softmax Function | 0 | 0.34 | 2020 |
| Efficient Training on Very Large Corpora via Gramian Estimation. | 0 | 0.34 | 2019 |
| Efficient Training on Very Large Corpora via Gramian Estimation. | 2 | 0.35 | 2018 |
| A Generic Coordinate Descent Framework for Learning from Implicit Feedback. | 43 | 1.55 | 2017 |
| Graph Based Relational Features for Collective Classification. | 1 | 0.36 | 2017 |
| Robust Large-Scale Machine Learning in the Cloud | 4 | 0.43 | 2016 |
| Improving pairwise learning for item recommendation from implicit feedback | 113 | 2.83 | 2014 |
| Scaling factorization machines to relational data | 43 | 1.45 | 2013 |
| Sample selection for MCMC-based recommender systems | 0 | 0.34 | 2013 |
| Predicting RDF triples in incomplete knowledge bases with tensor factorization | 6 | 0.67 | 2012 |
| Learning recommender systems with adaptive regularization | 10 | 0.98 | 2012 |
| Factorization Machines with libFM | 420 | 13.65 | 2012 |
| MyMediaLite: a free recommender system library | 202 | 6.93 | 2011 |
| Fast context-aware recommendations with factorization machines | 189 | 5.53 | 2011 |
| Network effects on interest rates in online social lending | 3 | 0.50 | 2011 |
| Factorization Machines | 157 | 4.88 | 2010 |
| Pairwise interaction tensor factorization for personalized tag recommendation | 310 | 9.45 | 2010 |
| Learning Attribute-to-Feature Mappings for Cold-Start Recommendations | 133 | 4.94 | 2010 |
| Factorizing personalized Markov chains for next-basket recommendation | 204 | 6.46 | 2010 |
| Learning to Extract Relations for Relational Classification | 0 | 0.34 | 2009 |
| Active Learning of Equivalence Relations by Minimizing the Expected Loss Using Constraint Inference | 4 | 0.45 | 2008 |
| Online-updating regularized kernel matrix factorization models for large-scale recommender systems | 106 | 5.70 | 2008 |
| Information Integration of Partially Labeled Data | 0 | 0.34 | 2007 |
