On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions.
Purushottam KarBharath K. SriperumbudurPrateek JainHarish KarnickPublished in: ICML (3) (2013)
Keyphrases
- generalization ability
- loss function
- pairwise
- learning algorithm
- support vector
- support vector machine
- learning to rank
- reproducing kernel hilbert space
- online algorithms
- ensemble methods
- bp neural network
- support vector machine svm
- generalization bounds
- loss minimization
- training data
- base learners
- semi supervised
- pairwise constraints
- machine learning
- similarity measure
- neural network
- back propagation
- markov random field
- multi class
- pattern recognition
- kernel methods
- cross validation
- binary classification
- image processing