DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size.
Maya KabkabAzadeh AlaviRama ChellappaPublished in: CoRR (2016)
Keyphrases
- sampling strategies
- training set size
- training set
- active learning
- sampling strategy
- generalization error
- training data
- class distribution
- interactive information retrieval
- learning curve
- learning curves
- step size
- test set
- data sets
- labeled data
- classification accuracy
- convergence speed
- error rate
- support vector machine
- bayesian networks
- learning algorithm