Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models.
Rudy SemolaVincenzo LomonacoDavide BacciuPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- accurate models
- reinforcement learning
- prior knowledge
- learning models
- probabilistic model
- covariate shift
- unsupervised learning
- predictive model
- learning systems
- parameter estimation
- active learning
- learning process
- context aware
- data sets
- model selection
- learned models
- predictive modeling
- web services
- neural network