Efficient Model Selection in Switching Linear Dynamic Systems by Graph Clustering.
Parisa KarimiMark D. ButalaZhizhen ZhaoFarzad KamalabadiPublished in: IEEE Signal Process. Lett. (2022)
Keyphrases
- model selection
- dynamic systems
- graph clustering
- cross validation
- complex systems
- hyperparameters
- parameter estimation
- dynamical systems
- unsupervised learning
- selection criterion
- machine learning
- mixture model
- continuous variables
- closed form
- biological networks
- model selection criteria
- gaussian process
- bipartite graph
- clustering algorithm
- feature selection