Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts.
Huy NguyenTrungTin NguyenKhai NguyenNhat HoPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- convergence rate
- maximum likelihood
- expectation maximization
- gaussian distribution
- markov fields
- mixture model
- gaussian mixture
- em algorithm
- gaussian mixture model
- covariance matrices
- gaussian kernels
- learning rate
- least squares
- gaussian model
- primal dual
- model selection
- maximum likelihood estimation
- markov random field
- parameter estimation algorithm
- approximate inference
- random fields
- maximum likelihood estimates
- parameter values
- maximum a posteriori
- parameter estimates
- probabilistic model
- posterior distribution
- density estimation
- hyperparameters
- estimation problems
- bayesian framework
- generative model
- support vector machine
- feature vectors