Cluster, Classify, Regress: A General Method For Learning Discountinous Functions.
David E. BernholdtMark R. CianciosaClement EtienamDavid L. GreenKody J. H. LawJin Myung ParkPublished in: CoRR (2019)
Keyphrases
- learning scheme
- prior knowledge
- fourier series
- detection method
- unsupervised learning
- learning process
- experimental evaluation
- neural network
- segmentation method
- synthetic data
- neural nets
- clustering method
- pairwise
- cost function
- basis functions
- computational cost
- classification method
- classification accuracy
- hierarchical clustering
- data clustering
- learning problems
- high accuracy
- online learning
- input data
- probabilistic model
- dynamic programming
- special case
- evolutionary algorithm
- high dimensional
- similarity measure
- clustering algorithm
- learning algorithm