Steffen Rendle

Publications by Year

Research Areas

Recommender Systems and Techniques, Advanced Bandit Algorithms Research, Tensor decomposition and applications, Advanced Graph Neural Networks, Image Retrieval and Classification Techniques

Most-Cited Works

• → BPR: Bayesian Personalized Ranking from Implicit Feedback(2012)4,347 cited
• → Factorization Machines(2010)3,031 cited
• → Factorizing personalized Markov chains for next-basket recommendation(2010)2,614 cited
• → Factorization Machines with libFM(2012)1,372 cited
• → Pairwise interaction tensor factorization for personalized tag recommendation(2010)685 cited
• → Fast context-aware recommendations with factorization machines(2011)589 cited
• → On Sampled Metrics for Item Recommendation(2020)452 cited
• → Improving pairwise learning for item recommendation from implicit feedback(2014)381 cited
• → MyMediaLite(2011)371 cited
• → Learning optimal ranking with tensor factorization for tag recommendation(2009)367 cited