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» Randomness and halting probabilities
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132
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HICSS
2008
IEEE
105views Biometrics» more  HICSS 2008»
15 years 3 months ago
Evaluating the Effect of Upgrade, Control and Development Strategies on Robustness and Failure Risk of the Power Transmission Gr
We use the OPA complex systems model of the power transmission system to investigate the effect of a series of different network upgrade scenarios on the long time dynamics and th...
David E. Newman, Benjamin A. Carreras, Vickie E. L...
149
Voted
CORR
2010
Springer
99views Education» more  CORR 2010»
15 years 3 months ago
On Functional Decomposition of Multivariate Polynomials with Differentiation and Homogenization
In this paper, we give a theoretical analysis for the algorithms to compute functional decomposition for multivariate polynomials based on differentiation and homogenization which ...
Shang-Wei Zhao, Ruyong Feng, Xiao-Shan Gao
122
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FTML
2008
185views more  FTML 2008»
15 years 3 months ago
Graphical Models, Exponential Families, and Variational Inference
The formalism of probabilistic graphical models provides a unifying framework for capturing complex dependencies among random variables, and building large-scale multivariate stat...
Martin J. Wainwright, Michael I. Jordan
55
Voted
CORR
2006
Springer
83views Education» more  CORR 2006»
15 years 3 months ago
An unlikely result
What happens to a dictator once he is out of power is not just a matter of justice or a random result. Using game theory we show that post-power scenarios depend largely on two fac...
A. N. Other
119
Voted
JMLR
2008
120views more  JMLR 2008»
15 years 3 months ago
Causal Reasoning with Ancestral Graphs
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
Jiji Zhang