A new method for parameter estimation in probabilistic models: Minimum probability flow.
Jascha Sohl-DicksteinPeter BattaglinoMichael Robert DeWeesePublished in: CoRR (2020)
Keyphrases
- parameter estimation
- probabilistic model
- expectation maximization
- em algorithm
- parameters estimation
- maximum likelihood
- statistical models
- least squares
- markov random field
- maximum likelihood estimation
- model selection
- parameter values
- bayesian inference
- random fields
- segmentation method
- flow field
- posterior probability
- prior information
- conditional random fields
- data mining
- graphical models
- similarity measure