Introduction to contexual banditThis document summarizes context-aware recommendation and factorization machines. It discusses how factorization machines improve on traditional matrix factorization models by incorporating additional context features. It also introduces gradient boosting factorization machines which further enhance factorization machines by optimizing the factorization model with gradient boosting algorithms.
A scalable probablistic classifier for language modeling: ACL 2011 読み会
Cvpr2011 reading-tsubosaka
