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» Optimization of Convex Risk Functions
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INFOCOM
1999
IEEE
14 years 2 months ago
Resource Allocation in a Multicast Tree
We consider how to allocate bandwidth in a multicast tree so as to optimize some global measure of performance. In our model each receiver has a budget to be used for bandwidth res...
Murali S. Kodialam, Steven H. Low
SIAMMA
2011
87views more  SIAMMA 2011»
13 years 5 months ago
Barycenters in the Wasserstein Space
In this paper, we introduce a notion of barycenter in the Wasserstein space which generalizes McCann’s interpolation to the case of more than two measures. We provide existence,...
Martial Agueh, Guillaume Carlier
AUTOMATICA
2006
125views more  AUTOMATICA 2006»
13 years 10 months ago
Optimization over state feedback policies for robust control with constraints
This paper is concerned with the optimal control of linear discrete-time systems, which are subject to unknown but bounded state disturbances and mixed constraints on the state an...
Paul J. Goulart, Eric C. Kerrigan, Jan M. Maciejow...
EOR
2006
103views more  EOR 2006»
13 years 10 months ago
Exact solutions to a class of stochastic generalized assignment problems
This paper deals with a stochastic Generalized Assignment Problem with recourse. Only a random subset of the given set of jobs will require to be actually processed. An assignment...
Maria Albareda-Sambola, Maarten H. van der Vlerk, ...
ML
2007
ACM
13 years 9 months ago
Feature space perspectives for learning the kernel
In this paper, we continue our study of learning an optimal kernel in a prescribed convex set of kernels, [18]. We present a reformulation of this problem within a feature space e...
Charles A. Micchelli, Massimiliano Pontil