Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms.
Danai KoutraTai-You KeU KangDuen Horng ChauHsing-Kuo Kenneth PaoChristos FaloutsosPublished in: ECML/PKDD (2) (2011)
Keyphrases
- machine learning algorithms
- orders of magnitude
- computational complexity
- recently developed
- learning algorithm
- times faster
- machine learning methods
- computationally efficient
- image processing
- face recognition
- benchmark datasets
- recent approaches
- hybrid approaches
- data structure
- objective function
- classification algorithm
- knowledge base
- computationally expensive
- feature selection
- real time
- convergence rate
- heuristic methods
- alternative approaches
- computational approaches