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

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

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

2012

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

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

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

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