PAC Analyses of a 'Similarity Learning' IBL Algorithm.
Anthony D. GriffithsDerek G. BridgePublished in: ICCBR (1997)
Keyphrases
- learning algorithm
- detection algorithm
- similarity measure
- optimal solution
- cost function
- np hard
- instance based learning
- noise tolerant
- preprocessing
- search space
- learning process
- learning phase
- incremental learning
- theoretical analysis
- distance metric
- matching algorithm
- linear threshold
- particle swarm optimization
- probabilistic model
- dynamic programming
- computational complexity
- reinforcement learning
- worst case
- noisy data
- supervised learning