Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers.
Daniel KarapetyanAndrew J. ParkesThomas StützlePublished in: LION (2018)
Keyphrases
- learning algorithm
- cost function
- incremental learning
- computational complexity
- learning speed
- preprocessing
- optimization algorithm
- dynamic programming
- learning systems
- experimental evaluation
- supervised learning
- times faster
- detection algorithm
- learning process
- np hard
- probabilistic model
- neural network
- high accuracy
- learning phase
- online learning
- expectation maximization
- learning rules
- active learning
- convergence rate
- machine learning
- configuration space
- reinforcement learning
- learning tasks
- optimal solution
- search space
- theoretical analysis
- input data
- semi supervised
- significant improvement