Bayesian estimation of state-space models applied to deconvolution of Bernoulli - Gaussian processes.
Arnaud DoucetPatrick DuvautPublished in: Signal Process. (1997)
Keyphrases
- gaussian processes
- bayesian estimation
- state space
- gaussian process
- covariance function
- gaussian process models
- gaussian process regression
- mixture model
- maximum likelihood
- least squares
- probabilistic model
- generative model
- machine learning
- parameter estimation
- bayesian framework
- denoising
- reinforcement learning
- image processing