Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions.
Achintya KunduVikram TankasaliChiranjib BhattacharyyaAharon Ben-TalPublished in: NIPS (2010)
Keyphrases
- similarity matrices
- convex loss functions
- learning algorithm
- supervised learning
- reinforcement learning
- unsupervised learning
- similarity matrix
- linear combination
- learning tasks
- active learning
- special case
- text classification
- expectation maximization
- distance metric
- multi task
- training process
- kernel matrix
- machine learning