Counterfactual Active Learning for Out-of-Distribution Generalization.

Xun Deng Wenjie Wang Fuli Feng Hanwang Zhang Xiangnan He Yong Liao

Published in: ACL (1) (2023)

Keyphrases

active learning
learning strategies
expected loss
random sampling
spatial distribution
learning algorithm
probability distribution
sample complexity
selective sampling
learning process
upper bound
semi supervised
supervised learning
unlabeled data
training set
random variables
logical framework
batch mode