2005 search results - page 111 / 401 » Decisive Markov Chains |
JMLR
2010
14 years 8 months ago
2010
Probabilistic models of the performance of computer systems are useful both for predicting system performance in new conditions, and for diagnosing past performance problems. The ...
137
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JMLR
2012
13 years 4 months ago
2012
This paper proposes a new randomized strategy for adaptive MCMC using Bayesian optimization. This approach applies to nondifferentiable objective functions and trades off explor...
130
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AUSAI
2008
Springer
15 years 3 months ago
2008
Springer
Abstract. This paper presents a formulation of an optimality principle for a new class of concurrent decision systems formed by products of deterministic Markov decision processes ...
116
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CORR
2010
Springer
15 years 1 months ago
2010
Springer
We present a numerical approximation technique for the analysis of continuous-time Markov chains that describe networks of biochemical reactions and play an important role in the ...
126
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TACAS
2004
Springer
15 years 6 months ago
2004
Springer
Temporal logic is two-valued: formulas are interpreted as either true or false. When applied to the analysis of stochastic systems, or systems with imprecise formal models, tempor...