Semi-supervised methods use unlabeled data in addition to labeled data to construct predictors. While existing semi-supervised methods have shown some promising empirical performa...
We present a new technique for constructing and analyzing couplings to bound the convergence rate of finite Markov chains. Our main theorem is a generalization of the path couplin...
This paper describes the project, the development and deployment of a Metro Ethernet Network in the city of Morungaba, SP, Brazil. The Ethernet is a widely deployed technology tha...
Theperformanceof individual agents in a group dependscritically on the quality of information available to it about local and global goals and resources. In general it is assumed ...
In this paper we apply the method of complexity regularization to derive estimation bounds for nonlinear function estimation using a single hidden layer radial basis function netwo...