Starting Small - Learning with Adaptive Sample Sizes.

Hadi Daneshmand Aurélien Lucchi Thomas Hofmann

Published in: CoRR (2016)

Keyphrases

sample size
learning process
learning algorithm
learning tasks
small sample
reinforcement learning
finite sample
active learning
empirical studies
data mining
machine learning
training data
special case
model selection
random sampling