42 citations · 42 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 42 cited
Model Adaptation via Model Interpolation and Boosting for Web Search Ranking
Jianfeng Gao, Qiang Wu, Chris Burges +5
This paper explores two classes of model adaptation methods for Web search ranking: Model Interpolation and error-driven learning approaches based on a boosting algorithm. The resu…
cs.AI2016
A Base Camp for Scaling AI
C. J. C. Burges, T. Hart, Z. Yang +4
Modern statistical machine learning (SML) methods share a major limitation with the early approaches to AI: there is no scalable way to adapt them to new domains. Human learning so…
cs.CL2014
Relations World: A Possibilistic Graphical Model
Christopher J. C. Burges, Erin Renshaw, Andrzej Pastusiak
We explore the idea of using a "possibilistic graphical model" as the basis for a world model that drives a dialog system. As a first step we have developed a system that uses text…