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Non-separable Covariance Kernels for Spatiotemporal Gaussian Processes based on a Hybrid Spectral Method and the Harmonic Oscillator.

Dionissios T. Hristopulos
Published in: CoRR (2023)
Keyphrases
  • gaussian processes
  • similarity measure
  • prior knowledge
  • gaussian process
  • gaussian process regression
  • closed form
  • pairwise
  • probabilistic model
  • bayesian framework
  • covariance function
  • gram matrix