Online Learning of Parameterized Uncertain Dynamical Environments with Finite-sample Guarantees.

Dan Li Dariush Fooladivanda Sonia Martínez

Published in: CoRR (2020)

Keyphrases

online learning
finite sample
sample size
statistical learning theory
uniform convergence
nearest neighbor
error bounds
e learning
parzen window
sufficient conditions
rough sets
active learning
learning theory
generalization error
learning rate
vc dimension
lower bound