Active Learning on Trees and Graphs
Nicolò Cesa-BianchiClaudio GentileFabio VitaleGiovanni ZappellaPublished in: CoRR (2013)
Keyphrases
- active learning
- learning algorithm
- decision trees
- training set
- graph theoretic
- learning strategies
- random sampling
- graph theory
- graph matching
- tree structure
- pool based active learning
- labeled trees
- semi supervised
- machine learning
- directed graph
- training examples
- graph mining
- spanning tree
- undirected graph
- experimental design
- selective sampling
- graph structure
- supervised learning
- graph representation
- leaf nodes
- semi supervised learning
- series parallel
- tree structured data
- attributed graphs
- bounded degree