Maximum-entropy surrogation in network signal detection.
Douglas CochranStephen D. HowardWilliam MoranH. A. SchmittPublished in: SSP (2012)
Keyphrases
- maximum entropy
- signal detection
- maximum entropy principle
- markov models
- random fields
- principle of maximum entropy
- transformation based learning
- maximum entropy model
- probabilistic logic
- minimum cross entropy
- iterative scaling
- network structure
- conditional random fields
- class conditional
- low signal to noise ratio
- named entity recognition
- least squares
- support vector
- bayesian networks
- training data