Kalman Bayesian Neural Networks for Closed-Form Online Learning.
Philipp WagnerXinyang WuMarco F. HuberPublished in: AAAI (2023)
Keyphrases
- closed form
- online learning
- neural network
- hyperparameters
- marginal likelihood
- posterior distribution
- e learning
- point correspondences
- iterative procedure
- closed form solutions
- variational inference
- kalman filter
- bayesian networks
- maximum likelihood
- bayesian inference
- active learning
- multiscale
- posterior probability
- filtering algorithm
- exponential family
- machine learning