Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization.

Daniel Golovin Andreas Krause

Published in: COLT (2010)

Keyphrases

stochastic optimization
active learning
multistage
learning strategies
machine learning
semi supervised
learning algorithm
decision making
reinforcement learning
training examples
random sampling
genetic algorithm
labeled data