Generating Synthetic Data to Allow Learning from a Single Exemplar per Class.
Liudmila UlanovaYuan HaoEamonn J. KeoghPublished in: SISAP (2014)
Keyphrases
- social networks
- synthetic data
- learning algorithm
- inductive inference
- learning process
- real world
- positive examples
- active learning
- reinforcement learning
- artificial intelligence
- prior knowledge
- empirical studies
- unsupervised learning
- learning systems
- learning scheme
- training set
- support vector
- semi supervised
- learning tasks
- learning scenarios
- human brain
- neural network