The Information Bottleneck Problem and its Applications in Machine Learning.
Ziv GoldfeldYury PolyanskiyPublished in: IEEE J. Sel. Areas Inf. Theory (2020)
Keyphrases
- machine learning
- machine learning algorithms
- learning algorithm
- decision trees
- model selection
- machine learning methods
- databases
- real world
- computer vision
- learning systems
- pattern recognition
- text mining
- explanation based learning
- learning tasks
- unsupervised learning
- computational intelligence
- support vector machine
- information extraction
- structured data
- machine learning and data mining
- neural network
- statistical learning
- learning problems
- artificial intelligence
- kernel methods
- feature selection
- transfer learning
- image sequences
- reinforcement learning
- video sequences
- multi agent systems
- knowledge acquisition
- text classification
- database