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Steffen Rendle | Researchclopedia

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Steffen Rendle

85

Works

16,311

Citations

28

h-index

36

i10-index

Research Topics

Recommender Systems and Techniques Advanced Bandit Algorithms Research Tensor decomposition and applications

Affiliations

Google (United States)2016–2024

University of Hildesheim2008–2012

University of Freiburg2006–2006

University of Konstanz2011–2015

Osaka Research Institute of Industrial Science and Technology2010–2010

Top Works

BPR: Bayesian Personalized Ranking from Implicit Feedback

Steffen Rendle,Christoph Freudenthaler,et al.

20124,348 citations

Advanced Graph Neural Networks

Image Retrieval and Classification Techniques

Factorization Machines

20103,032 citations

Factorizing personalized Markov chains for next-basket recommendation

Steffen Rendle,Christoph Freudenthaler,et al.

20102,615 citations

Factorization Machines with libFM

20121,372 citations

Pairwise interaction tensor factorization for personalized tag recommendation

Steffen Rendle,Lars Schmidt-Thieme

2010685 citations

Fast context-aware recommendations with factorization machines

Steffen Rendle,Zeno Gantner,et al.

2011589 citations

On Sampled Metrics for Item Recommendation

Walid Krichene,Steffen Rendle

2020452 citations

Improving pairwise learning for item recommendation from implicit feedback

Steffen Rendle,Christoph Freudenthaler

2014381 citations

Zeno Gantner,Steffen Rendle,et al.

2011371 citations