Active Learning of Convex Halfspaces on Graphs.
Maximilian ThiessenThomas GärtnerPublished in: NeurIPS (2021)
Keyphrases
- active learning
- learning strategies
- semi supervised
- convex hull
- convex optimization
- relevance feedback
- piecewise linear
- graph matching
- pool based active learning
- series parallel
- experimental design
- random sampling
- directed graph
- labeled data
- machine learning
- support vector
- label noise
- transfer learning
- data sets
- sample size
- supervised learning
- learning process
- graph partitioning
- graph representation
- graph theoretic
- convex sets
- convex relaxation
- exact learning
- selective sampling