SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data.
Maud LemercierCristopher SalviThomas CassEdwin V. BonillaTheodoros DamoulasTerry J. LyonsPublished in: ICML (2021)
Keyphrases
- gaussian processes
- sequential data
- covariance function
- relevance vector machine
- hidden markov models
- gaussian process
- gaussian process regression
- fixed length
- sequence data
- sequential patterns
- sequential pattern mining
- pattern mining
- pattern discovery
- spatio temporal
- multi task
- gaussian process models
- high dimensional
- variable length
- hyperparameters
- model selection
- semi supervised
- image segmentation
- learning algorithm
- image processing
- data sets