Concepedia

Steffen Rendle

SR

29

Publications

15.7K

Citations

24

H-Index

2006

Active since

Affiliations

University of Hildesheim(Current)

Google (United States)

University of Konstanz

The University of Osaka

Osaka Research Institute of Industrial Science and Technology

Steffen Rendle is an author at University of Hildesheim specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceKnowledge DiscoveryData MiningInformation RetrievalPredictive AnalyticsText MiningStatistics

Publications per year

2006–2022

29

Publications

29

BPR: Bayesian Personalized Ranking from Implicit Feedback

Steffen Rendle, Christoph Freudenthaler, Zeno Gantner et al. · arXiv (Cornell University) · 2012 · 4.3K citations · Full text

Ranking Algorithm, Engineering, Machine Learning +16

Factorization Machines

Steffen Rendle · 2010 · 3K citations

Support Vector Machine, Sparse Representation, Engineering +13

Factorizing personalized Markov chains for next-basket recommendation

Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme · 2010 · 2.6K citations

Group Recommenders, Engineering, Machine Learning +15

Factorization Machines with libFM

Steffen Rendle · ACM Transactions on Intelligent Systems and Technology · 2012 · 1.4K citations

Engineering, Machine Learning, Data Science +14

Pairwise interaction tensor factorization for personalized tag recommendation

Steffen Rendle, Lars Schmidt-Thieme · 2010 · 685 citations

Tucker Decomposition, Group Recommenders, Cubic Core Tensor +13

Rows per page

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