Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians.
Tom HuixAnna KorbaAlain DurmusEric MoulinesPublished in: CoRR (2024)
Keyphrases
- theoretical guarantees
- gaussian process
- mixture model
- maximum likelihood estimation
- worst case
- bayesian inference
- probabilistic model
- topic models
- gaussian mixture model
- maximum a posteriori
- density estimation
- gaussian distribution
- em algorithm
- density function
- maximum likelihood
- least squares
- exponential family
- active learning