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Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction.

Yunchuan ZhangSangwoo ParkOsvaldo Simeone
Published in: CoRR (2023)
Keyphrases
  • conformal prediction
  • bayesian networks
  • tree ensembles
  • machine learning
  • similarity measure
  • bayesian inference
  • random forests
  • confidence levels