MLE's Bias Pathology, Model Updated MLE, and Wallace's Minimum Message Length Method.
Yannis G. YatracosPublished in: IEEE Trans. Inf. Theory (2015)
Keyphrases
- cost function
- mathematical model
- probabilistic model
- prior knowledge
- minimum message length
- maximum likelihood
- statistical model
- similarity measure
- parameter estimation
- em algorithm
- theoretical analysis
- energy function
- prediction model
- prior information
- pairwise
- linear model
- evaluation method
- classification method
- optimization method
- unsupervised learning
- modeling method
- parameter space
- objective function
- closed form
- bayesian framework
- linear regression
- kalman filter
- gaussian distribution
- object recognition
- maximum likelihood estimation
- linear models
- mixture model
- likelihood function
- mixture of gaussians
- information retrieval