Parameter estimation for connectome generative models: Accuracy, reliability, and a fast parameter fitting method.
Yuanzhe LiuCaio SeguinSina Mansour LStuart OldhamRichard F. BetzelMaria Di BiaseAndrew ZaleskyPublished in: NeuroImage (2023)
Keyphrases
- parameter estimation
- generative model
- em algorithm
- parameter estimates
- fitting method
- model fitting
- expectation maximization
- maximum likelihood
- parameter learning
- probabilistic model
- active appearance models
- least squares
- markov random field
- discriminative models
- model selection
- conditional random fields
- latent dirichlet allocation
- topic models
- discriminative learning
- approximate inference
- prior knowledge
- parametric models
- posterior probability
- clustering algorithm
- pairwise
- video sequences