Steffen Rendle

1. BPR: Bayesian Personalized Ranking from Implicit Feedback
   2012/05/09 by Steffen Rendle, Christoph Freudenthaler, Rendle, Steffen +5 · 142 citations
   Computer Science · #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
2. Neural Collaborative Filtering vs. Matrix Factorization Revisited
   2020/05/19 by Steffen Rendle, Rendle, Steffen, Walid Krichene +5 · 1 voice · 13 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.IR #cs.LG #stat.ML
3. Revisiting the Performance of iALS on Item Recommendation Benchmarks
   2021/10/26 by Steffen Rendle, Walid Krichene, Rendle, Steffen +5 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
4. On the Difficulty of Evaluating Baselines: A Study on Recommender Systems
   2019/05/04 by Steffen Rendle, Rendle, Steffen, Li Zhang +3 · 6 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
5. On sampled metrics for item recommendation
   2022/06/21 by Walid Krichene, Steffen Rendle · 4 citations
   Computer Science · Decision Sciences · Business, Management and Accounting · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing