2711 search results - page 186 / 543 » Convergence of the Wake-Sleep Algorithm |
106
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FOCM
2006
15 years 4 months ago
2006
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
132
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NN
2006
Springer
15 years 4 months ago
2006
Springer
Learning vector quantization (LVQ) constitutes a powerful and intuitive method for adaptive nearest prototype classification. However, original LVQ has been introduced based on he...
166
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SAGA
2007
Springer
15 years 10 months ago
2007
Springer
We consider applications of probabilistic techniques in the framework of algorithmic game theory. We focus on three distinct case studies: (i) The exploitation of the probabilistic...
134
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SIGCOMM
2004
ACM
15 years 9 months ago
2004
ACM
We present a new capacity estimation technique, called CapProbe. CapProbe combines delay as well as dispersion measurements of packet pairs to filter out samples distorted by cro...
128
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NIPS
2007
15 years 5 months ago
2007
Bayesian model averaging, model selection and their approximations such as BIC are generally statistically consistent, but sometimes achieve slower rates of convergence than other...