17543 search results - page 145 / 3509 » Stochastic Optimization Algorithms |
150
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ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Unlike most previous manifold-based data classification algorithms assume that all the data points are on a single manifold, we expect that data from different classes may reside ...
164
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
We extend stochastic network optimization theory to treat networks with arbitrary sample paths for arrivals, channels, and mobility. The network can experience unexpected link or n...
153
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GECCO
2010
Springer
15 years 9 months ago
2010
Springer
This paper presents the result for Simultaneous Perturbation Stochastic Approximation (SPSA) on the BBOB 2010 noisy testbed. SPSA is a stochastic gradient approximation strategy w...
129
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ANOR
2006
15 years 6 months ago
2006
This paper derives a new splitting-based decomposition algorithm for convex stochastic programs. It combines certain attractive features of the progressive hedging algorithm of Roc...
