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Safety Guarantees for Iterative Predictions with Gaussian Processes.
Kyriakos Polymenakos
Luca Laurenti
Andrea Patane
Jan-Peter Calliess
Luca Cardelli
Marta Kwiatkowska
Alessandro Abate
Stephen J. Roberts
Published in:
CDC (2020)
Keyphrases
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gaussian processes
gaussian process
gaussian process regression
ordinal regression
multi task learning
multitask learning
relevance vector machine
preference learning
covariance function
human pose estimation
gaussian process models
hyperparameters
multi task
feature selection
decision trees
maximum likelihood