Efficient Index Learning via Model Reuse and Fine-tuning.
Guanli LiuJianzhong QiLars KulikKazuya SogaRenata Borovica-GajicBenjamin I. P. RubinsteinPublished in: ICDEW (2023)
Keyphrases
- fine tuning
- prior knowledge
- learning algorithm
- theoretical framework
- probabilistic model
- high level
- learning mechanism
- learning process
- theoretical analysis
- learning models
- mathematical model
- computational model
- learning systems
- statistical model
- decision theoretic
- reinforcement learning
- learned models
- learning problems
- learning tasks
- formal model
- em algorithm
- structured prediction
- mobile learning
- database
- knowledge acquisition
- management system
- state space
- hidden markov models
- data structure
- similarity measure
- genetic algorithm
- machine learning
- neural network