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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: IEEE Trans. Inf. Theory (2024)
Keyphrases
  • gaussian processes
  • pairwise
  • gaussian process
  • gaussian process regression
  • covariance function
  • feature space
  • probabilistic model
  • support vector machine
  • upper bound
  • error rate
  • kernel methods
  • prior information