Steffen Rendle


2010

doi dblp
Pairwise interaction tensor factorization for personalized tag recommendation
Steffen Rendle | Lars Schmidt-Thieme
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

doi dblp
Factorizing personalized Markov chains for next-basket recommendation
Steffen Rendle | Christoph Freudenthaler | Lars Schmidt-Thieme
Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010

2011

doi dblp
Fast context-aware recommendations with factorization machines
Steffen Rendle | Zeno Gantner | Christoph Freudenthaler | Lars Schmidt-Thieme
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011

2012

doi dblp
Learning recommender systems with adaptive regularization
Steffen Rendle
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

doi dblp
Factorization Machines with libFM
Steffen Rendle
2012 Volume 3 Issue 3

2014

doi dblp
Improving pairwise learning for item recommendation from implicit feedback
Steffen Rendle | Christoph Freudenthaler
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

2017

doi dblp
A Generic Coordinate Descent Framework for Learning from Implicit Feedback
Immanuel Bayer | Xiangnan He | Bhargav Kanagal | Steffen Rendle
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2020

doi dblp
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval
Tao Wu | Ellie Ka In Chio | Heng-Tze Cheng | Yu Du | Steffen Rendle | Dima Kuzmin | Ritesh Agarwal | Li Zhang | John R. Anderson | Sarvjeet Singh | Tushar Chandra | Ed H. Chi | Wen Li | Ankit Kumar | Xiang Ma | Alex Soares | Nitin Jindal | Pei Cao
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020