908 search results - page 93 / 182 » Stochastic Finite Learning |
112
Voted
AI
2008
Springer
15 years 3 months ago
2008
Springer
While recent research on rule learning has focussed largely on finding highly accurate hypotheses, we evaluate the degree to which these hypotheses are also simple, that is small....
159
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We consider the problem of energy-efficient point-to-point transmission of delay-sensitive data (e.g. multimedia data) over a fading channel. We propose a rigorous and unified fra...
128
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ICTAI
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper, we propose a novel stochastic framework for unsupervised manifold learning. The latent variables are introduced, and the latent processes are assumed to characteriz...
150
Voted
COLT
2003
Springer
15 years 9 months ago
2003
Springer
We study on-line play of repeated matrix games in which the observations of past actions of the other player and the obtained reward are partial and stochastic. We define the Part...
111
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NIPS
2004
15 years 5 months ago
2004
We present an algorithm to overcome the local maxima problem in estimating the parameters of mixture models. It combines existing approaches from both EM and a robust fitting algo...