Deep multiscale model learning.
Yating WangSiu Wun CheungEric T. ChungYalchin EfendievMin WangPublished in: J. Comput. Phys. (2020)
Keyphrases
- multiscale
- learning systems
- computational model
- learning scheme
- reinforcement learning
- artificial neural networks
- learning algorithm
- learning problems
- probabilistic model
- neural network
- theoretical analysis
- markov random field
- automatically learned
- structured prediction
- neural nets
- parameter estimation
- em algorithm
- maximum likelihood
- supervised learning
- cost function
- learning process
- training set
- objective function
- machine learning