no code implementations • 16 Nov 2016 • Jianbo Yuan, Walid Shalaby, Mohammed Korayem, David Lin, Khalifeh Aljadda, Jiebo Luo
One of the most important features of the proposed technique is the fact that it can be applied on top of any existing CF based recommendation engine without changing the CF core.
no code implementations • 20 Jun 2016 • Vivek Datla, David Lin, Max Louwerse, Abhinav Vishnu
Specifically we develop a modified-ADIOS algorithm based on ADIOS Solan et al. (2005) to learn grammar structures, and use these grammar structures to learn the rules for identifying the semantic roles based on the context in which the grammar structures appeared.
3 code implementations • 3 Nov 2009 • Joseph Sill, Gabor Takacs, Lester Mackey, David Lin
Ensemble methods, such as stacking, are designed to boost predictive accuracy by blending the predictions of multiple machine learning models.