Fast Convergence of Online Pairwise Learning Algorithms.
Martin BoissierSiwei LyuYiming YingDing-Xuan ZhouPublished in: AISTATS (2016)
Keyphrases
- pairwise
- learning algorithm
- active learning
- machine learning
- online learning
- batch mode
- online algorithms
- learning scheme
- similarity measure
- real time
- iterative algorithms
- data mining
- similarity function
- machine learning algorithms
- multi class
- e learning
- markov random field
- higher order
- belief propagation
- point sets
- supervised learning
- learning process
- faster convergence
- genetic algorithm