Lineage EM algorithm for inferring latent states from cellular lineage trees.
So NakashimaYuki SughiyamaTetsuya J. KobayashiPublished in: Bioinform. (2020)
Keyphrases
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture model
- likelihood function
- expectation maximisation
- latent dirichlet
- maximum likelihood estimation
- gaussian mixture
- mixture modeling
- log likelihood
- probabilistic mixture model
- generative model
- likelihood maximization
- maximum a posteriori
- incomplete data
- hyperparameters
- hidden variables
- probabilistic model
- decision trees
- latent variables
- mixture distribution
- model based clustering
- log likelihood function
- multi modal
- probabilistic principal component analysis
- bayesian networks
- feature selection
- matrix factorisation