Similarity Learning in Nearest Neighbor and Relief Algorithm.
Ali Mustafa QamarÉric GaussierPublished in: ICMLA (2010)
Keyphrases
- learning algorithm
- nearest neighbor
- incremental learning
- dynamic programming
- k means
- learning speed
- preprocessing
- objective function
- learning phase
- similarity metric
- learning rules
- recognition algorithm
- matching algorithm
- distance function
- expectation maximization
- genetic algorithm
- particle swarm optimization
- online learning
- worst case
- computational cost
- np hard
- cost function
- significant improvement
- prior knowledge
- learning process
- optimal solution
- machine learning
- segmentation algorithm
- distance metric
- learning tasks
- reinforcement learning
- nearest neighbor queries
- nearest neighborhood