43 citations · 52 across the 2 of their papers we have counts for
2 papers
cs.LG2017★ 9 cited
Field-aware Factorization Machines in a Real-world Online Advertising System
Yuchin Juan, Damien Lefortier, Olivier Chapelle
Predicting user response is one of the core machine learning tasks in computational advertising. Field-aware Factorization Machines (FFM) have recently been established as a state-…
stat.ML2012★ 43 cited
Distance Metric Learning for Kernel Machines
Zhixiang Xu, Kilian Q. Weinberger, Olivier Chapelle
Recent work in metric learning has significantly improved the state-of-the-art in k-nearest neighbor classification. Support vector machines (SVM), particularly with RBF kernels, a…