548 search results - page 24 / 110 » Optimization of Convex Risk Functions |
JMLR
2010
13 years 5 months ago
2010
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
CDC
2009
IEEE
14 years 2 months ago
2009
IEEE
In this paper, we show the optimality of a certain class of disturbance-affine control policies in the context of one-dimensional, constrained, multi-stage robust optimization. Ou...
CDC
2010
IEEE
13 years 5 months ago
2010
IEEE
The security threat posed by malware in mobile wireless networks can be countered through immunization using security patches. The distribution of patches however consumes bandwidt...
AUTOMATICA
2002
13 years 10 months ago
2002
This paper deals with the frequency domain properties of an ellipsoidal family of rational functions, i.e. a family of rational functions whose coefficients depend affinely on an ...
SIAMJO
2010
13 years 8 months ago
2010
Proximal bundle methods have been shown to be highly successful optimization methods for unconstrained convex problems with discontinuous first derivatives. This naturally leads ...