Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning.
Boumediene HamziMarcus HutterHouman OwhadiPublished in: CoRR (2023)
Keyphrases
- kernel learning
- machine learning
- algorithmic information theory
- learning tasks
- kernel methods
- transfer learning
- kernel function
- multiple kernel learning
- kernel matrix
- support vector regression
- multi task learning
- learning problems
- semi supervised
- semi supervised learning
- pattern recognition
- artificial intelligence
- dimensionality reduction
- pairwise constraints
- active learning
- learning algorithm
- computational intelligence
- data mining
- supervised learning
- support vector machine
- data analysis
- support vector
- reinforcement learning
- feature selection
- machine learning algorithms
- text mining
- training data
- decision trees
- neural network