2354 search results - page 107 / 471 » Randomness, Stochasticity and Approximations |
164
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
Many temporal processes can be naturally modeled as a stochastic system that evolves continuously over time. The representation language of continuous-time Bayesian networks allow...
140
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TNN
1998
15 years 4 months ago
1998
— In this paper, we perform a complete asymptotic performance analysis of the stochastic approximation algorithm (denoted subspace network learning algorithm) derived from Oja’...
160
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TCS
2010
14 years 11 months ago
2010
Markovian process algebras, such as PEPA and stochastic -calculus, bring a powerful compositional approach to the performance modelling of complex systems. However, the models gen...
214
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CORR
2008
Springer
15 years 4 months ago
2008
Springer
This paper is devoted to the study of the performance of the linear minimum mean-square error (LMMSE) receiver for (receive) correlated multiple-input multiple-output (MIMO) system...
134
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ICIP
2008
IEEE
16 years 6 months ago
2008
IEEE
In this paper, we focus on the use of random projections as a dimensionality reduction tool for sampled manifolds in highdimensional Euclidean spaces. We show that geodesic paths ...