HNPE: Leveraging Global Parameters for Neural Posterior Estimation.
Pedro RodriguesThomas MoreauGilles LouppeAlexandre GramfortPublished in: NeurIPS (2021)
Keyphrases
- parameter estimation
- maximum likelihood estimation
- neural network
- network architecture
- parametric models
- probability distribution
- update equations
- probabilistic model
- posterior probability
- posterior distribution
- density estimation
- parameters estimation
- parameter estimates
- accurate estimation
- closed form solutions
- bio inspired
- parameter values
- expectation maximization
- maximum likelihood
- prior knowledge
- image segmentation