GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent.
Sascha MartonStefan LüdtkeChristian BarteltHeiner StuckenschmidtPublished in: AAAI (2024)
Keyphrases
- decision trees
- learning systems
- learning algorithm
- learning process
- concept learning
- prior knowledge
- unsupervised learning
- learning tasks
- genetic algorithm
- learning scenarios
- rule induction
- knowledge acquisition
- learning rules
- background knowledge
- learning scheme
- machine learning algorithms
- constructive induction
- stochastic gradient descent
- decision lists
- learning community
- data sets
- online learning
- supervised learning
- active learning
- data mining