388 search results - page 42 / 78 » Convergence Properties of the K-Means Algorithms |
174
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ISCIS
2003
Springer
15 years 11 months ago
2003
Springer
In this paper, we study an adaptive random search method based on continuous action-set learning automaton for solving stochastic optimization problems in which only the noisecorr...
162
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JMLR
2010
15 years 29 days ago
2010
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
149
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
In this work we analyze the mean-square performance of different strategies for adaptation over two-node least-mean-squares (LMS) networks. The results highlight some interesting ...
145
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CP
2006
Springer
15 years 10 months ago
2006
Springer
We consider probabilistic constrained linear programs with general distributions for the uncertain parameters. These problems generally involve non-convex feasible sets. We develo...
173
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AUTOMATICA
2008
15 years 6 months ago
2008
In this paper we study averaging algorithms and coverage control laws in a unified light. First, we characterize the convergence properties of averaging algorithms over acyclic di...