Fast LMNN Algorithm through Random Sampling.
Kaiyuan WuZhiming ZhengPublished in: ICDM Workshops (2015)
Keyphrases
- random sampling
- distance metric
- sampling algorithm
- learning algorithm
- optimal solution
- computational complexity
- sampling procedure
- objective function
- reservoir sampling
- sampling methods
- fixed size
- recognition algorithm
- sample size
- np hard
- random projections
- learning process
- lower bound
- learning environment
- decision trees
- data sets