5785 search results - page 38 / 1157 » Approximability of Probability Distributions |
CORR
2010
Springer
15 years 1 months ago
2010
Springer
We study the problem of quantization of discrete probability distributions, arising in universal coding, as well as other applications. We show, that in many situations this probl...
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
There is a range of potential applications of Machine Learning where it would be more useful to predict the probability distribution for a variable rather than simply the most lik...
159
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QEST
2010
IEEE
14 years 11 months ago
2010
IEEE
We consider Markov Decision Processes (MDPs) as transformers on probability distributions, where with respect to a scheduler that resolves nondeterminism, the MDP can be seen as ex...
102
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FLAIRS
2006
15 years 2 months ago
2006
A major difficulty in building Bayesian network models is the size of conditional probability tables, which grow exponentially in the number of parents. One way of dealing with th...
115
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QUESTA
2007
15 years 27 days ago
2007
Efficient estimation of tail probabilities involving heavy tailed random variables is amongst the most challenging problems in Monte-Carlo simulation. In the last few years, appli...