757 search results - page 74 / 152 » Monte Carlo Model Checking |
151
Voted
JMLR
2010
14 years 9 months ago
2010
Many probabilistic models introduce strong dependencies between variables using a latent multivariate Gaussian distribution or a Gaussian process. We present a new Markov chain Mo...
136
Voted
TWC
2010
14 years 9 months ago
2010
This paper analyzes the performance of an energy detector over wireless channels with composite multipath fading and shadowing effects. These effects are modeled by using the and ...
124
Voted
TOIS
2010
15 years 28 days ago
2010
We propose a new unsupervised learning technique for extracting information about authors and topics from large text collections. We model documents as if they were generated by a...
AMAI
2004
Springer
15 years 8 months ago
2004
Springer
Bayesian Model Averaging (BMA) is well known for improving predictive accuracy by averaging inferences over all models in the model space. However, Markov chain Monte Carlo (MCMC)...
262
Voted
SMA
2011
ACM
14 years 9 months ago
2011
ACM
This paper considers the problem of modeling migraine severity assessments and their dependence on weather and time characteristics. We take on the viewpoint of a patient who is i...