EM-algorithm Enpowers Material Science: Application of Inverse Estimation for Small Angle Scattering.
Akinori AsaharaHidekazu MoritaKanta OnoMasao YanoTetsuya ShojiKotaro SaitoChiharu MitsumataPublished in: AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Keyphrases
- em algorithm
- maximum likelihood estimation
- expectation maximization
- parameter estimation
- mixture model
- maximum likelihood
- density estimation
- log likelihood function
- gaussian mixture
- maximum a posteriori
- expectation maximisation
- likelihood function
- generative model
- incomplete data
- map estimation
- gaussian mixture model
- maximum likelihood estimates
- mixture modeling
- latent dirichlet
- model based clustering
- update equations
- penalized likelihood
- hidden variables