Inference over radiative transfer models using variational and expectation maximization methods.
Daniel Heestermans SvendsenDaniel Hernández-LobatoLuca MartinoValero LaparraÁlvaro Moreno-MartínezGustau Camps-VallsPublished in: Mach. Learn. (2023)
Keyphrases
- expectation maximization
- statistical models
- variational methods
- significant improvement
- learning models
- density estimation
- image sequences
- statistical inference
- classification models
- linear regression
- machine learning methods
- benchmark datasets
- mixture model
- em algorithm
- hidden markov models
- parameter estimation
- statistical methods
- probabilistic model
- computational cost
- bayesian inference
- mathematical models
- predictive model
- feature selection
- learned models