Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions.
Mathias NiepertPasquale MinerviniLuca FranceschiPublished in: CoRR (2021)
Keyphrases
- exponential family
- maximum likelihood
- log likelihood
- graphical models
- density estimation
- kl divergence
- mixture model
- statistical models
- closed form
- em algorithm
- missing values
- parameter estimation
- maximum a posteriori
- variational methods
- gaussian mixture model
- order statistics
- gaussian distribution
- hyperparameters
- hidden variables
- expectation maximization
- data streams