Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms.
Jian LiSrinivas ShakkottaiJohn C. S. LuiVijay G. SubramanianPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- learning problems
- prior knowledge
- machine learning algorithms
- learning tasks
- learning process
- learning systems
- optimization problems
- times faster
- dynamic environments
- neural network
- computational cost
- significant improvement
- query processing
- computational complexity
- high quality
- worst case
- online learning
- active learning
- highly accurate
- noise tolerant
- dynamic adaptation
- automatically learned