Likelihood-Based Methods Improve Parameter Estimation in Opinion Dynamics Models.
Jacopo LentiCorrado MontiGianmarco De Francisci MoralesPublished in: WSDM (2024)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- estimation problems
- model selection
- least squares
- model fitting
- markov random field
- em algorithm
- gibbs sampling
- parameter learning
- parameter estimates
- parameter values
- random fields
- posterior distribution
- bayesian networks
- data mining
- parameter estimation algorithm
- expectation maximization
- probabilistic model
- image segmentation