928 search results - page 124 / 186 » The Convergence Rate of AdaBoost |
105
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NIPS
1996
15 years 2 months ago
1996
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...
80
Voted
FSTTCS
2008
Springer
15 years 1 months ago
2008
Springer
Abstract. We study the decision theory of a maximally risk-averse investor — one whose objective, in the face of stochastic uncertainties, is to minimize the probability of ever ...
105
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ICASSP
2010
IEEE
15 years 26 days ago
2010
IEEE
— Ergodic stochastic optimization (ESO) algorithms are proposed to solve resource allocation problems that involve a random state and where optimality criteria are expressed in t...
113
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GLOBECOM
2008
IEEE
15 years 25 days ago
2008
IEEE
In this paper we consider a cooperative network that is trying to reach binary consensus over fading channels. We first characterize the impact of fading on network consensus by up...
92
Voted
ACTA
2007
15 years 24 days ago
2007
Abstract In this article, we describe some recent results on the hybridization methods for the analysis of nonlinear systems. The main idea of our hybridization approach is to appl...