2348 search results - page 36 / 470 » Stochastic Mapping Frameworks |
WSC
2008
14 years 1 months ago
2008
We consider discrete stochastic optimization problems where the objective function can only be estimated by a simulation oracle; the oracle is defined only at the discrete points....
SIAMNUM
2010
13 years 5 months ago
2010
Semidiscrete finite element approximation of the linear stochastic wave equation with additive noise is studied in a semigroup framework. Optimal error estimates for the determinis...
JMLR
2012
12 years 1 months ago
2012
We present a minimax framework for classification that considers stochastic adversarial perturbations to the training data. We show that for binary classification it is equivale...
ANTSW
2010
Springer
13 years 6 months ago
2010
Springer
Abstract. Ant algorithms are usually derived from a stochastic modeling based on some specific probability laws. We consider in this paper a full deterministic model of "logis...
CDC
2010
IEEE
13 years 6 months ago
2010
IEEE
Convergence analysis of consensus algorithms is revisited in the light of the Hilbert distance. The Lyapunov function used in the early analysis by Tsitsiklis is shown to be the Hi...