Convergence Rates for the MAP of an Exponential Family and Stochastic Mirror Descent - an Open Problem.
Rémi Le PriolFrederik KunstnerDamien ScieurSimon Lacoste-JulienPublished in: CoRR (2021)
Keyphrases
- convergence rate
- exponential family
- maximum likelihood
- closed form
- density estimation
- log likelihood
- graphical models
- maximum a posteriori
- statistical models
- mixture model
- missing values
- probability density function
- order statistics
- monte carlo
- variational methods
- bayesian networks
- gaussian mixture model
- em algorithm
- markov chain monte carlo