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Asymptotic Properties of Hyperparameter Estimators by Using Cross-Validations for Regularized System Identification.

Bi-Qiang MuTianshi ChenLennart Ljung
Published in: CDC (2018)
Keyphrases
  • asymptotic properties
  • fixed point
  • input output
  • gaussian processes
  • least squares
  • model selection
  • risk minimization
  • three dimensional
  • hyperparameters
  • feature selection
  • regularized least squares
  • total least squares