Surrogate Modeling of Dynamics From Sparse Data Using Maximum Entropy Basis Functions.
Vedang M. DeshpandeRaktim BhattacharyaPublished in: ACC (2020)
Keyphrases
- maximum entropy
- basis functions
- sparse data
- linear combination
- maximum entropy principle
- high dimensional
- markov models
- transformation based learning
- conditional random fields
- matching pursuit
- minimum cross entropy
- state space
- principle of maximum entropy
- iterative scaling
- higher order
- principal component analysis
- data cube
- support vector machine
- machine learning
- set of basis functions