Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples.
Ariyam DasJin WangSahil M. GandhiJae LeeWei WangCarlo ZanioloPublished in: IJCAI (2019)
Keyphrases
- training examples
- decision trees
- training data
- training set
- small number
- learning algorithm
- pre trained
- active learning
- training phase
- supervised learning
- support vector
- object categories
- set of training examples
- previously learned
- inductive bias
- data sets
- labeled data
- labeled examples
- training samples
- positive examples
- database
- machine learning
- negative examples
- machine learning algorithms
- sample complexity
- class labels
- unlabeled data
- uniform distribution
- domain theory
- computer vision
- class distribution
- learning tasks
- naive bayes