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Online Learning of Parameterized Uncertain Dynamical Environments With Finite-Sample Guarantees.
Dan Li
Dariush Fooladivanda
Sonia Martínez
Published in:
IEEE Control. Syst. Lett. (2021)
Keyphrases
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online learning
finite sample
sample size
statistical learning theory
nearest neighbor
uniform convergence
error bounds
e learning
active learning
parzen window
model selection
support vector machine
cross validation
generalization error
learning rate
theoretical framework
generalization bounds