Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization
Daniel GolovinAndreas KrausePublished in: CoRR (2010)
Keyphrases
- stochastic optimization
- active learning
- multistage
- diminishing returns
- selective sampling
- learning process
- genetic algorithm
- semi supervised learning
- dynamic programming
- cooperative
- machine learning
- supervised learning
- training set
- training examples
- missing data
- search algorithm
- random sampling
- robust optimization
- learning algorithm