Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees.
Maria-Florina BalcanTuomas SandholmEllen VitercikPublished in: AAAI (2020)
Keyphrases
- learning process
- online learning
- data sets
- learning scheme
- learning problems
- learning algorithm
- support vector
- prior knowledge
- supervised learning
- learning tasks
- minimum error rate
- structured prediction
- elementary school
- feedforward neural networks
- inductive inference
- learning systems
- unsupervised learning
- knowledge acquisition
- probabilistic model
- reinforcement learning
- feature selection
- genetic algorithm
- machine learning