On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis.
Arghya DattaSayak ChakrabartyPublished in: CoRR (2023)
Keyphrases
- maximum likelihood estimation
- probabilistic principal component analysis
- em algorithm
- expectation maximization
- maximum likelihood
- parameter estimation
- mixture model
- generative model
- multivariate gaussian
- mixture of gaussians
- boltzmann machine
- gaussian mixture
- language model
- computer vision
- probability distribution
- latent variables
- image segmentation
- image processing