Generalized vec trick for fast learning of pairwise kernel models.
Markus ViljanenAntti AirolaTapio PahikkalaPublished in: Mach. Learn. (2022)
Keyphrases
- pairwise
- prior knowledge
- learning process
- supervised learning
- learning models
- similarity measure
- accurate models
- knowledge acquisition
- machine learning algorithms
- structured prediction
- learned models
- computational models
- multiple kernel
- online learning
- probabilistic model
- learning algorithm
- pairwise interactions
- neural network
- perceptron learning
- hidden variables
- learning tasks
- learning systems
- feature selection
- machine learning