Efficient accuracy estimation for instance-based incremental active learning.

Christian Limberg Heiko Wersing Helge J. Ritter

Published in: ESANN (2018)

Keyphrases

active learning
estimation accuracy
high accuracy
prediction accuracy
transfer learning
annotation effort
neural network
selective sampling
batch mode
robust estimation
random sampling
highly accurate
high precision
single pass
maximum likelihood
classification accuracy
computational cost