Maximum likelihood estimation in Gaussian process regression is ill-posed.
Toni KarvonenChris J. OatesPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- maximum likelihood estimation
- gaussian process regression
- maximum likelihood
- gaussian processes
- probability distribution
- parameter estimation
- image restoration
- gaussian process
- super resolution
- em algorithm
- density function
- expectation maximization
- data mining
- bayesian framework
- probabilistic model
- generative model