478 search results - page 87 / 96 » Convexity minimizes pseudo-triangulations |
ICML
2010
IEEE
13 years 9 months ago
2010
IEEE
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
ICML
2010
IEEE
13 years 9 months ago
2010
IEEE
We present a new algorithm for minimizing a convex loss-function subject to regularization. Our framework applies to numerous problems in machine learning and statistics; notably,...
ICASSP
2010
IEEE
13 years 8 months ago
2010
IEEE
The paper characterizes the class of all concave resource allocation problems in interference coupled wireless systems. An axiomatic framework for interference functions proposed ...
ICASSP
2010
IEEE
13 years 8 months ago
2010
IEEE
We consider the weight design problem for the consensus algorithm under a finite time horizon. We assume that the underlying network is random where the links fail at each iterat...
CISS
2007
IEEE
13 years 8 months ago
2007
IEEE
This paper introduces a robust approach to stochastic multi-hop routing for wireless networks when the quality of links is modelled through a reliability matrix R. Yielding to the ...