Factorization_Models_Paper_List
CTR Prediction
- Simple and scalable response prediction for display advertising O. Chapelle, E. Manavoglu, R. Rosales.
- Ad Click Prediction: A View from Trenches H. B. McMahan, ..., J. Kubica.
- Predicting Clicks: Estimating the click-through rate for new ADs M. Richardson, E. Dominowska, and R. Ragno.
Matrix Factorization, Factorization Machines and Field-aware Factorization Machines
- Matrix Factorization Techniques for Recommender System Yehuda Koren, Robert Bell, Chris Volinsky.
- Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo R. Salakhutdinov, A. Mnih.
- Algorithms for Non-negative Matrix Factorization D. D. Lee, H. Sebastian Seung.
- Factorization Machines Steffen Rendle.
- Field-aware Factorization Machines for CTR Prediction Yuchin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin.
- Generalized Linear Models Geoffrey J. Gordon.
- Relational Learning via Collective Matrix Factorization Ajit P. Singh, Geoffrey J. Gordon.
- High-Order Factorization Machines M. Blondel, A. Fujino, N. Ueda, M. Ishihata.
- Bayesian Factorization Machines C. Freudenthaler, L. Schmidt-Thieme, S. Rendle.