Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice.

Kunkun Pang Mingzhi Dong Yang Wu Timothy M. Hospedales

Published in: ICPR (2018)

Keyphrases

non stationary
expert advice
active learning
random sampling
learning algorithm
adaptive algorithms
regret bounds
empirical mode decomposition
training data
concept drift
ensemble methods
semi supervised
lower bound
base classifiers
information theoretic
learning process
pairwise