Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
Tool
BioNLP Shared Task 2011 Dev-Set Results
The Natural Language Processing group at Microsoft Research is sharing the development-set results for the BioNLP Shared Task 2011 to help analysis of whether there is an upper bound on recall and precision in the…
Publication
Customizable Route Planning
Video
Real-Time Human Pose Recognition in Parts from Single Depth Images [Video]
This video explains the body part recognition algorithm for Kinect published at CVPR 2011.
Publication
Contextual Bandits with Linear Payoff Functions
Tool
AdaRank
The basic idea of AdaRank is constructing “weak rankers” repeatedly based on reweighted training queries and linearly combining the weak rankers for making ranking predictions. In learning, AdaRank minimizes a loss function directly defined on…