Steffen Rendle
Steffen Rendle
Verified email at google.com
Title
Cited by
Cited by
Year
BPR: Bayesian personalized ranking from implicit feedback
S Rendle, C Freudenthaler, Z Gantner, L Schmidt-Thieme
arXiv preprint arXiv:1205.2618, 2012
37632012
Factorization machines
S Rendle
2010 IEEE International conference on data mining, 995-1000, 2010
18572010
Factorization machines with libfm
S Rendle
ACM Transactions on Intelligent Systems and Technology (TIST) 3 (3), 1-22, 2012
11492012
Factorizing personalized markov chains for next-basket recommendation
S Rendle, C Freudenthaler, L Schmidt-Thieme
Proceedings of the 19th international conference on World wide web, 811-820, 2010
11332010
Pairwise interaction tensor factorization for personalized tag recommendation
S Rendle, L Schmidt-Thieme
Proceedings of the third ACM international conference on Web search and data …, 2010
7542010
Fast context-aware recommendations with factorization machines
S Rendle, Z Gantner, C Freudenthaler, L Schmidt-Thieme
Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011
5342011
MyMediaLite: A free recommender system library
Z Gantner, S Rendle, C Freudenthaler, L Schmidt-Thieme
Proceedings of the fifth ACM conference on Recommender systems, 305-308, 2011
4612011
Learning optimal ranking with tensor factorization for tag recommendation
S Rendle, L Balby Marinho, A Nanopoulos, L Schmidt-Thieme
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
4332009
Learning attribute-to-feature mappings for cold-start recommendations
Z Gantner, L Drumond, C Freudenthaler, S Rendle, L Schmidt-Thieme
2010 IEEE International Conference on Data Mining, 176-185, 2010
3182010
Improving pairwise learning for item recommendation from implicit feedback
S Rendle, C Freudenthaler
Proceedings of the 7th ACM international conference on Web search and data …, 2014
2752014
Online-updating regularized kernel matrix factorization models for large-scale recommender systems
S Rendle, L Schmidt-Thieme
Proceedings of the 2008 ACM conference on Recommender systems, 251-258, 2008
2572008
A generic coordinate descent framework for learning from implicit feedback
I Bayer, X He, B Kanagal, S Rendle
Proceedings of the 26th International Conference on World Wide Web, 1341-1350, 2017
1642017
Scaling factorization machines to relational data
S Rendle
Proceedings of the VLDB Endowment 6 (5), 337-348, 2013
1082013
Factorization models for context-/time-aware movie recommendations
Z Gantner, S Rendle, L Schmidt-Thieme
Proceedings of the Workshop on Context-Aware Movie Recommendation, 14-19, 2010
1022010
Neural collaborative filtering vs. matrix factorization revisited
S Rendle, W Krichene, L Zhang, J Anderson
Fourteenth ACM Conference on Recommender Systems, 240-248, 2020
782020
On sampled metrics for item recommendation
W Krichene, S Rendle
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
622020
Learning recommender systems with adaptive regularization
S Rendle
Proceedings of the fifth ACM international conference on Web search and data …, 2012
582012
On the difficulty of evaluating baselines: A study on recommender systems
S Rendle, L Zhang, Y Koren
arXiv preprint arXiv:1905.01395, 2019
572019
Recommender systems for social tagging systems
LB Marinho, A Hotho, R Jäschke, A Nanopoulos, S Rendle, ...
Springer Science & Business Media, 2012
562012
Predicting RDF triples in incomplete knowledge bases with tensor factorization
L Drumond, S Rendle, L Schmidt-Thieme
Proceedings of the 27th Annual ACM Symposium on Applied Computing, 326-331, 2012
542012
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Articles 1–20