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NIPS
2001
13 years 11 months ago
2001
Bayesian belief propagation in graphical models has been recently shown to have very close ties to inference methods based in statistical physics. After Yedidia et al. demonstrate...
USENIX
2001
13 years 11 months ago
2001
Users frequently have to choose between functionality and security. When running popular Web browsers or email clients, they frequently find themselves turning off features such a...
SOQUA
2004
13 years 11 months ago
2004
: As more third-party software components are available in the commercial market, more people begin to use the component-based software engineering approach to developing component...
WSC
2001
13 years 11 months ago
2001
Taking into account input-model, input-parameter, and stochastic uncertainties inherent in many simulations, our Bayesian approach to input modeling yields valid point and confide...
NIPS
2003
13 years 11 months ago
2003
We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...